From e9962bab70318f85f9873554031b558edd300556 Mon Sep 17 00:00:00 2001
From: nan <icrdr2010@outlook.com>
Date: Sat, 19 Sep 2026 00:21:19 +0800
Subject: [PATCH] Deployed 580fe84 to 1.0.x with MkDocs 1.6.1 and mike 2.2.0

---
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 create mode 100755 1.0.x/en/index.html
 create mode 100755 1.0.x/en/internals/architecture/index.html
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 create mode 100755 1.0.x/en/internals/development/index.html
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 create mode 100755 1.0.x/en/internals/operators/upscale/index.html
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diff --git a/1.0.x/404.html b/1.0.x/404.html
index 12da628..ca58561 100755
--- a/1.0.x/404.html
+++ b/1.0.x/404.html
@@ -1,6 +1,6 @@
 
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-<html lang="zh" class="no-js">
+<html lang="en" class="no-js">
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       <meta charset="utf-8">
@@ -16,9 +16,13 @@
       
       
         
+          <link rel="alternate" href="/anyimage/1.0.x/internals/operators/upscale/" hreflang="zh">
+        
+          <link rel="alternate" href="/anyimage/1.0.x/en/internals/operators/upscale/" hreflang="en">
+        
       
       
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+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="/anyimage/1.0.x/en/" title="AnyImage 文档" class="md-header__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
       
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+      <div class="md-header__option">
+  <div class="md-select">
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+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m12.87 15.07-2.54-2.51.03-.03A17.5 17.5 0 0 0 14.07 6H17V4h-7V2H8v2H1v2h11.17C11.5 7.92 10.44 9.75 9 11.35 8.07 10.32 7.3 9.19 6.69 8h-2c.73 1.63 1.73 3.17 2.98 4.56l-5.09 5.02L4 19l5-5 3.11 3.11zM18.5 10h-2L12 22h2l1.12-3h4.75L21 22h2zm-2.62 7 1.62-4.33L19.12 17z"/></svg>
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+              中文
+            </a>
+          </li>
+        
+          <li class="md-select__item">
+            <a href="/anyimage/1.0.x/en/internals/operators/upscale/" hreflang="en" class="md-select__link">
+              English
+            </a>
+          </li>
+        
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+    </div>
+  </div>
+</div>
+    
     
       
       
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+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
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-      <nav class="md-search__options" aria-label="查找">
+      <nav class="md-search__options" aria-label="Search">
         
-        <button type="reset" class="md-search__icon md-icon" title="清空当前内容" aria-label="清空当前内容" tabindex="-1">
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           <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
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-            正在初始化搜索引擎
+            Initializing search
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       <div class="md-header__source">
-        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="前往仓库" class="md-source" data-md-component="source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
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+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
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-    <a href="/anyimage/1.0.x/." title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+    <a href="/anyimage/1.0.x/en/" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
       
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     <div class="md-nav__source">
-      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="前往仓库" class="md-source" data-md-component="source">
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-      <a href="/anyimage/1.0.x/getting-started/installation/" class="md-nav__link">
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-      Copyright &copy; 2026 OmooLab
+      Copyright &copy; 2020 - 2024 Omoolab
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@@ -1327,7 +1361,7 @@
     
       
       
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+      <script id="__config" type="application/json">{"annotate": null, "base": "/anyimage/1.0.x", "features": ["header.autohide", "navigation.footer", "navigation.indexes", "navigation.sections", "navigation.tabs", "navigation.tabs.sticky", "content.code.copy", "content.code.select"], "search": "/anyimage/1.0.x/assets/javascripts/workers/search.2c215733.min.js", "tags": null, "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
     
     
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diff --git a/1.0.x/assets/_mkdocstrings.css b/1.0.x/assets/_mkdocstrings.css
new file mode 100755
index 0000000..e69de29
diff --git a/1.0.x/en/getting-started/installation/index.html b/1.0.x/en/getting-started/installation/index.html
new file mode 100755
index 0000000..3f7e84e
--- /dev/null
+++ b/1.0.x/en/getting-started/installation/index.html
@@ -0,0 +1,1656 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="AnyImage 是一款将图片、视频和序列帧转换为立体面片的 Blender 扩展。">
+      
+      
+        <meta name="author" content="OmooLab">
+      
+      
+        <link rel="canonical" href="https://docs.omoolab.xyz/anyimage/1.0.x/en/getting-started/installation/">
+      
+      
+        <link rel="prev" href="../../">
+      
+      
+        <link rel="next" href="../../internals/">
+      
+      
+        
+          <link rel="alternate" href="../../../getting-started/installation/" hreflang="zh">
+        
+          <link rel="alternate" href="./" hreflang="en">
+        
+      
+      
+      <link rel="icon" href="../../../assets/images/favicon.png">
+      <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.7.7">
+    
+    
+      
+        <title>安装与首次配置 - AnyImage 文档</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/stylesheets/main.ec1eaa64.min.css">
+      
+        
+        <link rel="stylesheet" href="../../../assets/stylesheets/palette.ab4e12ef.min.css">
+      
+      
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+      
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+    
+      
+        
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+        <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+        <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Open+Sans:300,300i,400,400i,700,700i%7CCascadia+Code:400,400i,700,700i&display=fallback">
+        <style>:root{--md-text-font:"Open Sans";--md-code-font:"Cascadia Code"}</style>
+      
+    
+    
+      <link rel="stylesheet" href="../../../assets/_mkdocstrings.css">
+    
+      <link rel="stylesheet" href="../../../assets/_mkdocstrings.css">
+    
+      <link rel="stylesheet" href="../../../stylesheets/extra.css">
+    
+    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
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+    
+    
+  </head>
+  
+  
+    
+    
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+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="black" data-md-color-accent="indigo">
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+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#_1" class="md-skip">
+          Skip to content
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+      <div data-md-color-scheme="default" data-md-component="outdated" hidden>
+        
+      </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../" title="AnyImage 文档" class="md-header__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../assets/logo.png" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            AnyImage 文档
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              安装与首次配置
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+        <form class="md-header__option" data-md-component="palette">
+  
+    
+    
+    
+    <input class="md-option" data-md-color-media="(prefers-color-scheme)" data-md-color-scheme="default" data-md-color-primary="black" data-md-color-accent="indigo"  aria-label="Switch to light mode"  type="radio" name="__palette" id="__palette_0">
+    
+      <label class="md-header__button md-icon" title="Switch to light mode" for="__palette_1" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M448 256c0-106-86-192-192-192v384c106 0 192-86 192-192M0 256a256 256 0 1 1 512 0 256 256 0 1 1-512 0"/></svg>
+      </label>
+    
+  
+    
+    
+    
+    <input class="md-option" data-md-color-media="(prefers-color-scheme: light)" data-md-color-scheme="default" data-md-color-primary="black" data-md-color-accent="indigo"  aria-label="Switch to dark mode"  type="radio" name="__palette" id="__palette_1">
+    
+      <label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_2" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M239.3 48.7C132.2 57.2 48 146.8 48 256c0 114.9 93.1 208 208 208 33.3 0 64.7-7.8 92.6-21.7C245.2 418.9 168 326.5 168 216c0-65.8 27.4-125.1 71.3-167.3M0 256C0 114.6 114.6 0 256 0c19.4 0 38.4 2.2 56.7 6.3 9.9 2.2 17.3 10.5 18.5 20.5s-4 19.8-13.1 24.4C257.5 81.4 216 143.9 216 216c0 101.6 82.4 184 184 184 5 0 9.9-.2 14.8-.6 10.1-.8 19.6 4.8 23.8 14.1s2 20.1-5.3 27.1C387.3 484.8 324.8 512 256 512 114.6 512 0 397.4 0 256"/></svg>
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+    <input class="md-option" data-md-color-media="(prefers-color-scheme: dark)" data-md-color-scheme="slate" data-md-color-primary="black" data-md-color-accent="indigo"  aria-label="Switch to system preference"  type="radio" name="__palette" id="__palette_2">
+    
+      <label class="md-header__button md-icon" title="Switch to system preference" for="__palette_0" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M256 0C114.6 0 0 114.6 0 256s114.6 256 256 256c68.8 0 131.3-27.2 177.3-71.4 7.3-7 9.4-17.9 5.3-27.1s-13.7-14.9-23.8-14.1c-4.9.4-9.8.6-14.8.6-101.6 0-184-82.4-184-184 0-72.1 41.5-134.6 102.1-164.8 9.1-4.5 14.3-14.3 13.1-24.4s-8.6-18.3-18.5-20.5C294.4 2.2 275.4 0 256 0"/></svg>
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+    
+    
+      <div class="md-header__option">
+  <div class="md-select">
+    
+    <button class="md-header__button md-icon" aria-label="Select language">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m12.87 15.07-2.54-2.51.03-.03A17.5 17.5 0 0 0 14.07 6H17V4h-7V2H8v2H1v2h11.17C11.5 7.92 10.44 9.75 9 11.35 8.07 10.32 7.3 9.19 6.69 8h-2c.73 1.63 1.73 3.17 2.98 4.56l-5.09 5.02L4 19l5-5 3.11 3.11zM18.5 10h-2L12 22h2l1.12-3h4.75L21 22h2zm-2.62 7 1.62-4.33L19.12 17z"/></svg>
+    </button>
+    <div class="md-select__inner">
+      <ul class="md-select__list">
+        
+          <li class="md-select__item">
+            <a href="../../../getting-started/installation/" hreflang="zh" class="md-select__link">
+              中文
+            </a>
+          </li>
+        
+          <li class="md-select__item">
+            <a href="./" hreflang="en" class="md-select__link">
+              English
+            </a>
+          </li>
+        
+      </ul>
+    </div>
+  </div>
+</div>
+    
+    
+      
+      
+        <label class="md-header__button md-icon" for="__search">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        </label>
+        <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="./" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../internals/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        检查扩展偏好设置
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ai-environment" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        配置 AI Environment
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        确认安装完成
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_4" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        下一步
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../internals/" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../internals/operators/" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/operators/ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/operators/clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/operators/convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/operators/convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/operators/cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/operators/frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/operators/mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/operators/rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Rectify
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/operators/remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/operators/upscale/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Upscale
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_6" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_6" id="__nav_3_6_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发维护
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_6_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_6">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开发维护
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/development/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发与发布
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../internals/node-assets/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    节点资产
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        检查扩展偏好设置
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ai-environment" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        配置 AI Environment
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        确认安装完成
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_4" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        下一步
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="_1">安装与首次配置</h1>
+<p>页面会按当前系统显示对应的安装包，按住按钮拖到 Blender 窗口任意位置即可安装。首次拖入会提示添加 AnyImage 扩展仓库，确认后重新拖入一次，之后升级同样直接拖入。</p>
+<div class="anyimage-install">
+  <div class="anyimage-install-item" data-platform="windows-x64">
+    <div class="anyimage-install-group">
+      <button type="button" draggable="true" class="anyimage-install-button" data-install-url="https://extensions.omoolab.xyz/AnyImage.v1.0.1.windows-x64.zip?repository=.%2Findex.json&amp;blender_version_min=4.5.0&amp;platforms=windows-x64&amp;python_versions=3.11%2C3.13">
+        <i class="i-move"></i><span>拖入 Blender 安装</span>
+      </button>
+      <div class="anyimage-install-platform"><strong>Windows</strong> – 78.3&nbsp;MB</div>
+    </div>
+    <small class="anyimage-install-note">…或<a href="https://extensions.omoolab.xyz/AnyImage.v1.0.1.windows-x64.zip" download="AnyImage.v1.0.1.windows-x64.zip">下载</a>后通过 <a href="https://docs.blender.org/manual/zh-hans/latest/editors/preferences/extensions.html#install" target="_blank">Install from Disk</a> 安装</small>
+  </div>
+  <div class="anyimage-install-item" data-platform="macos-arm64">
+    <div class="anyimage-install-group">
+      <button type="button" draggable="true" class="anyimage-install-button" data-install-url="https://extensions.omoolab.xyz/AnyImage.v1.0.1.macos-arm64.zip?repository=.%2Findex.json&amp;blender_version_min=4.5.0&amp;platforms=macos-arm64&amp;python_versions=3.11%2C3.13">
+        <i class="i-move"></i><span>拖入 Blender 安装</span>
+      </button>
+      <div class="anyimage-install-platform"><strong>macOS<span class="anyimage-install-platform-rest"> - Apple Silicon</span></strong> – 57.5&nbsp;MB</div>
+    </div>
+    <small class="anyimage-install-note">…或<a href="https://extensions.omoolab.xyz/AnyImage.v1.0.1.macos-arm64.zip" download="AnyImage.v1.0.1.macos-arm64.zip">下载</a>后通过 <a href="https://docs.blender.org/manual/zh-hans/latest/editors/preferences/extensions.html#install" target="_blank">Install from Disk</a> 安装</small>
+  </div>
+  <div class="anyimage-install-item" data-platform="linux-x64">
+    <div class="anyimage-install-group">
+      <button type="button" draggable="true" class="anyimage-install-button" data-install-url="https://extensions.omoolab.xyz/AnyImage.v1.0.1.linux-x64.zip?repository=.%2Findex.json&amp;blender_version_min=4.5.0&amp;platforms=linux-x64&amp;python_versions=3.11%2C3.13">
+        <i class="i-move"></i><span>拖入 Blender 安装</span>
+      </button>
+      <div class="anyimage-install-platform"><strong>Linux</strong> – 71.0&nbsp;MB</div>
+    </div>
+    <small class="anyimage-install-note">…或<a href="https://extensions.omoolab.xyz/AnyImage.v1.0.1.linux-x64.zip" download="AnyImage.v1.0.1.linux-x64.zip">下载</a>后通过 <a href="https://docs.blender.org/manual/zh-hans/latest/editors/preferences/extensions.html#install" target="_blank">Install from Disk</a> 安装</small>
+  </div>
+</div>
+
+<h2 id="_2">检查扩展偏好设置</h2>
+<p>AnyImage 的扩展偏好设置按功能分组。Environment 区包含：</p>
+<ul>
+<li><strong>Storage Root</strong>：保存运行环境、模型和任务文件的位置。默认是用户目录下的 <code>.anyimage</code>，一般无需修改。</li>
+<li><strong>Device</strong>：正式转换任务使用的计算设备。Apple Silicon Mac 默认使用 CPU，Windows 默认使用 DirectML；也可手动选择其他可用设备。</li>
+</ul>
+<p>macOS arm64 提供 <strong>CPU</strong> 与 <strong>CoreML</strong>。CoreML 由系统在 Apple CPU、GPU 与 Neural Engine 之间调度，不是 PyTorch MPS backend，也不表示只使用 GPU；它的实际速度取决于模型。</p>
+<p>Environment 检测后显示 Diagnostics。Depth &amp; Normal、Remove Background、Upscale 与 Cutout 是默认展开的可折叠功能区，各自包含对应设置和模型状态。其中：</p>
+<ul>
+<li><strong>Default Upscale Model</strong>：Upscale 使用的模型，默认是 General WDN x4v3。</li>
+<li><strong>Maximum AI Input Size</strong>：Upscale、Depth 与 Normal Map 的 AI 输入长边上限，默认 2048 px；颜色贴图保留原始分辨率。</li>
+<li><strong>Maximum Cutout Mesh Resolution</strong>：所有 Cutout Shape 的网格采样长边上限，默认 1024，独立于 AI 输入尺寸。</li>
+</ul>
+<p>Depth &amp; Normal 提供三档 MoGe-2，Depth Plane 与 Cutout Depth / Normal Map 共用当前选择。可选模型的 <strong>Ready</strong> 状态或 <strong>Download</strong> 按钮位于选择项下方；Cutout 区提供独立网格上限与 Balloon Profile。</p>
+<p>如果准备把 Storage Root 放到其他磁盘，建议在首次安装 Environment 之前修改。更换目录后，旧目录中的环境和模型不会自动移动。</p>
+<h2 id="ai-environment">配置 AI Environment</h2>
+<p>选中 Image Empty，在右键 <strong>AnyImage</strong> 子菜单中点击 <strong>Set Up AI Environment…</strong>；也可以在 AnyImage 扩展偏好设置中点击同名按钮。</p>
+<p>确认安装前，对话框会说明以下内容：</p>
+<ul>
+<li>安装独立 Python、ONNX Runtime 与支持包，并下载 <strong>MoGe-2 ViT-S Normal</strong>、<strong>BEN2 Base</strong> 和 <strong>Real-ESRGAN General WDN x4v3</strong>。</li>
+<li>默认模型合计约 360 MB；连同 Environment 预计需要约 600 MB 下载量和约 1 GB 磁盘空间。</li>
+<li>根据网络速度，首次安装通常需要 5–20 分钟。</li>
+<li><strong>Use Mirror</strong> 只让 uv、Python 和 Python 包使用国内镜像；模型下载源保持不变。</li>
+</ul>
+<p>安装过程中请保持 Blender 打开。状态栏会显示当前阶段、进度和下载速度。</p>
+<p>如果 Environment 已安装但任一默认模型缺失，入口会改为 <strong>Download Required Models…</strong>；对话框列出缺失模型和下载体积，确认后只下载缺失模型，不会重装 Environment 或重复下载已就绪内容。</p>
+<h2 id="_3">确认安装完成</h2>
+<p>完成后可以用以下方式确认：</p>
+<ul>
+<li>AnyImage 扩展偏好设置中的 MoGe-2 ViT-S Normal、BEN2 Base 和 Real-ESRGAN General WDN x4v3 显示 <strong>Ready</strong>。</li>
+<li>选中 Image Empty 后，右键菜单底部显示 <strong>AI Environment Settings…</strong>。</li>
+</ul>
+<p>点击 <strong>Convert to Depth Plane</strong>、<strong>Remove Background</strong> 或 <strong>Upscale</strong> 时，AnyImage 会根据状态进入 <strong>Set Up AI Environment…</strong> 或 <strong>Download Required Models…</strong>。普通 Plane、Image 编辑和基础 Cutout Surface / Balloon 直接在 Blender 中执行。</p>
+<h2 id="_4">下一步</h2>
+<p>继续阅读<a href="quick-start.md">五分钟上手</a>，用一张图片完成第一次转换。</p>
+
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+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
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+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
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+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
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+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="./" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="internals/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="./" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="./" class="md-nav__link md-nav__link--active">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="internals/" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="internals/operators/" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="0">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/operators/ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/operators/clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/operators/convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/operators/convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/operators/cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/operators/frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/operators/mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/operators/rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Rectify
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/operators/remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/operators/upscale/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Upscale
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_6" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_6" id="__nav_3_6_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发维护
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_6_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_6">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开发维护
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/development/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发与发布
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="internals/node-assets/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    节点资产
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="anyimage">AnyImage</h1>
+<p>把图片里的空间感带进 Blender。</p>
+<p>AnyImage 是一款 Blender 扩展，可以粘贴和编辑图片、创建普通 Plane 或 Depth Plane、从局部选区生成 Cutout Shape，并在独立 AI Environment 中完成去背景与高清放大。</p>
+<ul>
+<li>按 <strong>Ctrl+V</strong>（macOS 为 <strong>Cmd+V</strong>）把剪贴板图片粘贴到当前编辑器</li>
+<li>用 <strong>Plane</strong> 创建可调厚度和细分的图片网格</li>
+<li>用 <strong>Depth Plane</strong> 把静态图片转换为可调节的立体面片</li>
+<li>用 <strong>Cutout</strong> 从套索选区生成 Surface、Balloon 与两种 Depth Shape</li>
+<li>用 <strong>Frame</strong> 从当前视角重新取景并合并 Image Empty，用 <strong>Mask</strong> 的 Lasso、Brush 或 Polyline 编辑 Alpha；Brush 拖动时以红色或灰色填充预览准确范围，释放后提交；用 <strong>Rectify</strong> 校正透视</li>
+<li>用 <strong>Remove Background / Upscale</strong> 处理单图、视频和序列帧</li>
+</ul>
+<div class="anyimage-install">
+  <div class="anyimage-install-item" data-platform="windows-x64">
+    <div class="anyimage-install-group">
+      <button type="button" draggable="true" class="anyimage-install-button" data-install-url="https://extensions.omoolab.xyz/AnyImage.v1.0.1.windows-x64.zip?repository=.%2Findex.json&amp;blender_version_min=4.5.0&amp;platforms=windows-x64&amp;python_versions=3.11%2C3.13">
+        <i class="i-move"></i><span>拖入 Blender 安装</span>
+      </button>
+      <div class="anyimage-install-platform"><strong>Windows</strong> – 78.3&nbsp;MB</div>
+    </div>
+    <small class="anyimage-install-note">…或<a href="https://extensions.omoolab.xyz/AnyImage.v1.0.1.windows-x64.zip" download="AnyImage.v1.0.1.windows-x64.zip">下载</a>后通过 <a href="https://docs.blender.org/manual/zh-hans/latest/editors/preferences/extensions.html#install" target="_blank">Install from Disk</a> 安装</small>
+  </div>
+  <div class="anyimage-install-item" data-platform="macos-arm64">
+    <div class="anyimage-install-group">
+      <button type="button" draggable="true" class="anyimage-install-button" data-install-url="https://extensions.omoolab.xyz/AnyImage.v1.0.1.macos-arm64.zip?repository=.%2Findex.json&amp;blender_version_min=4.5.0&amp;platforms=macos-arm64&amp;python_versions=3.11%2C3.13">
+        <i class="i-move"></i><span>拖入 Blender 安装</span>
+      </button>
+      <div class="anyimage-install-platform"><strong>macOS<span class="anyimage-install-platform-rest"> - Apple Silicon</span></strong> – 57.5&nbsp;MB</div>
+    </div>
+    <small class="anyimage-install-note">…或<a href="https://extensions.omoolab.xyz/AnyImage.v1.0.1.macos-arm64.zip" download="AnyImage.v1.0.1.macos-arm64.zip">下载</a>后通过 <a href="https://docs.blender.org/manual/zh-hans/latest/editors/preferences/extensions.html#install" target="_blank">Install from Disk</a> 安装</small>
+  </div>
+  <div class="anyimage-install-item" data-platform="linux-x64">
+    <div class="anyimage-install-group">
+      <button type="button" draggable="true" class="anyimage-install-button" data-install-url="https://extensions.omoolab.xyz/AnyImage.v1.0.1.linux-x64.zip?repository=.%2Findex.json&amp;blender_version_min=4.5.0&amp;platforms=linux-x64&amp;python_versions=3.11%2C3.13">
+        <i class="i-move"></i><span>拖入 Blender 安装</span>
+      </button>
+      <div class="anyimage-install-platform"><strong>Linux</strong> – 71.0&nbsp;MB</div>
+    </div>
+    <small class="anyimage-install-note">…或<a href="https://extensions.omoolab.xyz/AnyImage.v1.0.1.linux-x64.zip" download="AnyImage.v1.0.1.linux-x64.zip">下载</a>后通过 <a href="https://docs.blender.org/manual/zh-hans/latest/editors/preferences/extensions.html#install" target="_blank">Install from Disk</a> 安装</small>
+  </div>
+</div>
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diff --git a/1.0.x/en/internals/architecture/index.html b/1.0.x/en/internals/architecture/index.html
new file mode 100755
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+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        注册与配置
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        执行边界
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../operators/" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Rectify
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/upscale/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Upscale
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_6" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_6" id="__nav_3_6_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发维护
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_6_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_6">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开发维护
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../development/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发与发布
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../node-assets/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    节点资产
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        注册与配置
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        执行边界
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="_1">程序架构</h1>
+<table>
+<thead>
+<tr>
+<th>模块</th>
+<th>职责</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td><code>__init__.py</code></td>
+<td>注册类型、工具、菜单、快捷键与 Runtime</td>
+</tr>
+<tr>
+<td><code>menu.py</code>、<code>panel.py</code></td>
+<td>Image Empty 与 Shader Image Texture 上下文菜单与 Job Server 面板</td>
+</tr>
+<tr>
+<td><code>preferences.py</code></td>
+<td>扩展设置及读取入口</td>
+</tr>
+<tr>
+<td><code>properties.py</code></td>
+<td>Scene 手势状态、模型状态查询、枚举与 Operator 属性构造</td>
+</tr>
+<tr>
+<td><code>common/</code></td>
+<td>Blender 侧公共能力</td>
+</tr>
+<tr>
+<td><code>operators/</code></td>
+<td>交互、任务参数、结果导入和 Undo</td>
+</tr>
+<tr>
+<td><code>server/</code></td>
+<td>独立环境内的媒体处理、推理和产物写出</td>
+</tr>
+</tbody>
+</table>
+<h2 id="_2">注册与配置</h2>
+<p>注销先关闭 Runtime、快捷键与工具，再移除菜单和 Scene 属性，按 <code>CLASSES</code> 逆序注销类型。设备、存储目录、模型、材质显示适配和功能上限统一通过 <code>preferences.py</code> 读取。</p>
+<p><strong>Maximum AI Input Size</strong> 限制模型分析输入和 Upscale 可提交源图的长边；<strong>Maximum Frame Resolution</strong> 限制 Frame 输出长边；<strong>Minimum Relative Edge Length</strong> 与 <strong>Boundary Padding</strong> 控制 Cutout 的网格密度和轮廓边界采样。</p>
+<h2 id="_3">执行边界</h2>
+<pre class="mermaid"><code>flowchart TD
+    A[Operator 在主线程读取 Blender 数据] --&gt; B[准备输入文件]
+    B --&gt; C[request 返回普通字典]
+    C --&gt; D[BlendJob 队列执行 Server Job]
+    D --&gt; E[模型与媒体处理写入 Job 目录]
+    E --&gt; F[主线程 response 加载结果]
+    F --&gt; G[提交 Image 或 Object 修改及 Undo]
+    G --&gt; H[清理临时输入]</code></pre>
+<p>Plane、Frame、Mask、Rectify 和无需 AI 的 Cutout 在 Blender 内执行。Server 的 <code>jobs/</code> 编排任务，<code>models/</code> 负责模型适配，<code>geometry/</code> 处理深度与法线产物。Server 模块通过内部相对导入共享能力，Blender 侧通过 <code>common/</code> 复用。</p>
+<p>MoGe-2 与 MoGe-3 输出统一为 <code>GeometryFrame</code>：包含 Depth、Validity、Intrinsics，以及按需提供的 Normal 和 Points。产物写入器消费同一个 Frame，保持深度、法线和相机数据一致。参见 <a href="../runtime/">Runtime</a> 与 <a href="../outputs/">产物协议</a>。</p>
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+    
+      <li class="md-tabs__item">
+        <a href="../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        图像生命周期
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#selection" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        手势与 Selection
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        材质、节点与对象
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../operators/" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Rectify
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/upscale/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Upscale
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_6" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_6" id="__nav_3_6_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发维护
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_6_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_6">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开发维护
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../development/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发与发布
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../node-assets/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    节点资产
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        图像生命周期
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#selection" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        手势与 Selection
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        材质、节点与对象
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
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+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="blender">Blender 公共能力</h1>
+<p><code>src/anyimage/common/</code> 按业务职责提供公共函数，调用方从对应模块直接导入。</p>
+<table>
+<thead>
+<tr>
+<th>模块</th>
+<th>职责与主要入口</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td><code>ai.py</code></td>
+<td>环境和模型就绪检查、输入路径校验、<code>production_device()</code>、<code>moge2_parameters()</code> 与安装 UI</td>
+</tr>
+<tr>
+<td><code>image.py</code></td>
+<td><code>image_rgba()</code>、Image User 帧设置读取、Job 输入准备、像素采样、结果 Image 和 <code>replace_empty_image()</code></td>
+</tr>
+<tr>
+<td><code>color_image.py</code></td>
+<td>材质颜色与 AI 分析输入的准备和清理</td>
+</tr>
+<tr>
+<td><code>hdr_image.py</code></td>
+<td>HDR 去背景分析输入及浮点颜色保留</td>
+</tr>
+<tr>
+<td><code>image_target.py</code></td>
+<td>Image Empty 与 Shader Image Texture 编辑目标</td>
+</tr>
+<tr>
+<td><code>selection.py</code></td>
+<td><code>SelectionPath</code>、<code>SelectionMask</code>、non-zero winding 栅格化与 Alpha 修整</td>
+</tr>
+<tr>
+<td><code>viewport.py</code></td>
+<td>原生点选、屏幕投影、<code>ImageGesture</code>、Lasso / Brush / Polyline 与 Overlay</td>
+</tr>
+<tr>
+<td><code>depth.py</code></td>
+<td>深度图片和元数据加载、相机坐标与显示范围的尺度换算</td>
+</tr>
+<tr>
+<td><code>material.py</code></td>
+<td>Image Layer、Normal、Alpha、Shadeless 与 Depth 材质</td>
+</tr>
+<tr>
+<td><code>object.py</code></td>
+<td>Modifier 输入设置与结果对象激活、源对象替换</td>
+</tr>
+<tr>
+<td><code>node.py</code></td>
+<td><code>node_asset_path()</code> 与 <code>load_node_group()</code></td>
+</tr>
+</tbody>
+</table>
+<h2 id="_1">图像生命周期</h2>
+<p>业务像素采用 Top-down RGBA，<code>image_pixels()</code> 使用 Blender 像素顺序。预乘采样用于投影插值；文件或 Packed 图像的业务读取保留隐藏 RGB。<code>ImageEditTarget</code> 校验目标身份后经 <code>replace_empty_image()</code> 或 <code>replace_texture_image()</code> 提交：未共享的 Image 原地替换内容，共享时改用新的 Image 数据块，失败时回滚源数据。</p>
+<p><code>prepare_image_input()</code> 返回路径及临时标记；<code>cleanup_image_input()</code> 与创建方配对。<code>color_image.py</code> 的 <code>prepare_material_color_input()</code> 准备材质颜色，<code>material_analysis_input()</code> 提供分析输入；Cutout 按几何 bounds 裁切。</p>
+<h2 id="selection">手势与 Selection</h2>
+<pre class="mermaid"><code>flowchart TD
+    A[原生对象点选] --&gt; B[ImageGesture 冻结源图与交互状态]
+    B --&gt; C[屏幕路径与 Overlay]
+    C --&gt; D[提交时投影到图片空间]
+    D --&gt; E[SelectionPath]
+    E --&gt; F[局部 non-zero winding 栅格化]
+    F --&gt; G[SelectionMask values 与 bounds]
+    G --&gt; H[Mask Alpha 运算或 Cutout 内容轮廓]</code></pre>
+<p>Brush 的圆形印记和连接条由 <code>brush_footprint_polygons()</code> 生成，供预览与提交共用。拖动时维护屏幕路径与局部 Overlay，提交时生成覆盖值。Mask、Rectify 与 Cutout 的空命中保留 active Image Empty；点中另一对象时完成原生选择。</p>
+<h2 id="_2">材质、节点与对象</h2>
+<p><code>create_image_material()</code> 按 Shadeless、Normal 和 Depth 组合节点、连接颜色与 Alpha；材质显示适配读取当前 Preferences。<code>set_modifier_input()</code> 按实际 RNA 输入形式设置值，<code>finalize_object_result()</code> 完成结果对象激活和源对象处理。Image 替换路径保留 Empty 的矩阵、显示尺寸、偏移和 Image User 帧设置。</p>
+<p>Geometry Nodes 从 <code>src/anyimage/assets/O_AnyImage.blend</code> 按公开名称加载。构建与布局职责见<a href="../node-assets/">节点资产</a>，深度字段见<a href="../outputs/">Job 产物</a>。</p>
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+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
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+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
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+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
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+  
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+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
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+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+  
+    
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+  内部实现
+
+        </a>
+      </li>
+    
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+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
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+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../assets/logo.png" alt="logo">
+
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+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
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+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
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+  
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+    
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+    
+      
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+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../operators/" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Rectify
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/upscale/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Upscale
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_6" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_3_6" id="__nav_3_6_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发维护
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_6_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3_6">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开发维护
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发与发布
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发与发布
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        测试组织
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        发布命令
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ci" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        CI 与文档导航
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
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+            
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+                
+  
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+    <li class="md-nav__item">
+      <a href="../node-assets/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    节点资产
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
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+      
+    </li>
+  
+
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+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        测试组织
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        发布命令
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ci" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        CI 与文档导航
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="_1">开发与发布</h1>
+<p>仓库使用 CPython 3.11 与 <code>bpy==4.5.3</code> 测试 Blender 代码；AI Server 使用 <code>runtime.py</code> 声明的独立 Python 3.12 Environment。</p>
+<div class="language-bash highlight"><pre><span></span><code><span id="__span-0-1"><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>uv<span class="w"> </span>sync
+</span><span id="__span-0-2"><a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a>uv<span class="w"> </span>run<span class="w"> </span>pytest
+</span></code></pre></div>
+<h2 id="_2">测试组织</h2>
+<table>
+<thead>
+<tr>
+<th>测试范围</th>
+<th>文件</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>扩展注册、设置、安装和 Job 交互</td>
+<td><code>test_addon_registration.py</code>、<code>test_preferences.py</code>、<code>test_ai_setup.py</code>、<code>test_job_operator.py</code></td>
+</tr>
+<tr>
+<td>Frame、Mask、Rectify、Plane、Cutout</td>
+<td>对应 <code>test_*_tool.py</code>、<code>test_*_operators.py</code> 与对象、投影、网格测试</td>
+</tr>
+<tr>
+<td>图像身份、Alpha、材质与 Undo</td>
+<td>图像编辑集成、共享替换、材质适配与 Undo 测试</td>
+</tr>
+<tr>
+<td>Server</td>
+<td><code>test_job_server.py</code>、<code>test_server_jobs.py</code>、<code>test_input_validation.py</code>、<code>test_geometry_artifacts.py</code></td>
+</tr>
+<tr>
+<td>模型</td>
+<td><code>test_model_manager.py</code>、下载、推理与各 ONNX 模型测试</td>
+</tr>
+<tr>
+<td>节点资产</td>
+<td>布局与接口等价、几何求值、Cutout 与临时属性清理</td>
+</tr>
+<tr>
+<td>工具与包协议</td>
+<td>扩展 Manifest、打包、模型同步与节点启动器</td>
+</tr>
+</tbody>
+</table>
+<p>Blender Stub 共用 <code>tests/support/blender.py</code>；Server 和实际 Blender 几何 fixture 按使用范围存放在对应 support 模块。测试命名描述功能、触发条件与可观察结果。</p>
+<h2 id="_3">发布命令</h2>
+<table>
+<thead>
+<tr>
+<th>命令</th>
+<th>职责</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td><code>uv run pack</code></td>
+<td>生成 Windows、macOS arm64、Linux 扩展包</td>
+</tr>
+<tr>
+<td><code>uv run pack --prepare</code></td>
+<td>为本机同步扩展 wheel 与 Manifest</td>
+</tr>
+<tr>
+<td><code>uv run node-group build</code></td>
+<td>构建、验证节点资产并运行测试</td>
+</tr>
+<tr>
+<td><code>uv run model sync</code></td>
+<td>准备、校验并上传模型声明的文件</td>
+</tr>
+<tr>
+<td><code>uv run docs -dev</code></td>
+<td>本地预览文档</td>
+</tr>
+<tr>
+<td><code>uv run docs</code></td>
+<td>通过 Mike 发布项目版本并更新 latest</td>
+</tr>
+</tbody>
+</table>
+<p><code>tools/pack.py</code> 从 <code>pyproject.toml</code> 读取依赖，按平台与 Blender Python 版本解析 wheel，使用 Blender 提供的 NumPy。产物命名为 <code>AnyImage.v&lt;version&gt;.&lt;platform&gt;.zip</code>，写入 <code>dist/</code>。本地 BlendJob wheel 内容变化后运行 <code>uv lock --refresh</code>，并核对锁文件、Manifest 与打包测试。</p>
+<p><code>tools/models/cli.py</code> 根据模型目录选择上游 ONNX 或本地导出流程；<code>tools/models/exports.py</code> 处理对应 PyTorch 权重导出。文件校验依据声明大小和 SHA-256，上传使用逐文件复制。<code>uv run model prepare</code> 用于本地准备。</p>
+<h2 id="ci">CI 与文档导航</h2>
+<pre class="mermaid"><code>flowchart TD
+    A[main push、Pull Request 或手动触发] --&gt; B[test.yml 运行测试]
+    C[v 前缀 Tag] --&gt; D[build.yml 测试、打包并发布 ZIP]
+    E[main 文档路径变化或手动触发] --&gt; F[docs.yml 构建站点并部署到 Cloudflare Workers]</code></pre>
+<p>站点导航由 <code>mkdocs.yml</code> 显式维护，页面移动时同步导航和相对链接。节点资产的脚本职责及检查入口见<a href="../node-assets/">节点资产</a>。</p>
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+        <label class="md-header__button md-icon" for="__search">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        </label>
+        <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="./" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="./" class="md-nav__link md-nav__link--active">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link md-nav__link--active" for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="operators/" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="operators/ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="operators/clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="operators/convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="operators/convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="operators/cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="operators/frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="operators/mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="operators/rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Rectify
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="operators/remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="operators/upscale/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Upscale
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
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+      
+    
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+    
+      
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+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
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+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="_1">内部实现总览</h1>
+<p>AnyImage 在 Blender 主线程处理交互、像素编辑和数据创建，通过 BlendJob 把模型推理交给独立 Job Server。</p>
+<table>
+<thead>
+<tr>
+<th>主题</th>
+<th>对应职责</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td><a href="architecture/">程序架构</a></td>
+<td>进程、注册、配置与主线程边界</td>
+</tr>
+<tr>
+<td><a href="common/">Common</a></td>
+<td>Blender 侧图像、手势、几何与 AI 公共能力</td>
+</tr>
+<tr>
+<td><a href="runtime/">Runtime 与 Server</a></td>
+<td>Environment、Job、模型下载与 Session 生命周期</td>
+</tr>
+<tr>
+<td><a href="outputs/">Job 产物</a></td>
+<td>文件协议、相机坐标和 Blender 消费方式</td>
+</tr>
+<tr>
+<td><a href="operators/">Operator 索引</a></td>
+<td>按实际用户功能查找实现</td>
+</tr>
+<tr>
+<td><a href="node-assets/">节点资产</a></td>
+<td>资产、源码职责、构建和验证</td>
+</tr>
+<tr>
+<td><a href="development/">开发与发布</a></td>
+<td>测试组织、工具命令与发布流程</td>
+</tr>
+</tbody>
+</table>
+<p>源码位于 <code>src/anyimage/</code>，开发工具位于 <code>tools/</code>，自动化测试位于 <code>tests/</code>。扩展级设置由 <code>preferences.py</code> 定义，运行时资源由 <code>runtime.py</code> 接入 BlendJob。</p>
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diff --git a/1.0.x/en/internals/node-assets/index.html b/1.0.x/en/internals/node-assets/index.html
new file mode 100755
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+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../operators/" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Rectify
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/upscale/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Upscale
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_6" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_3_6" id="__nav_3_6_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发维护
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_6_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3_6">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开发维护
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../development/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发与发布
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    节点资产
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    节点资产
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        资产清单
+      
+    </span>
+  </a>
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+</li>
+      
+        <li class="md-nav__item">
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+        构建节点资产
+      
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+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_4" class="md-nav__link">
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+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
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+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        资产清单
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        构建节点资产
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_4" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        构建资产脚本
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="_1">节点资产</h1>
+<h2 id="_2">资产清单</h2>
+<p>节点组由 <code>tools/nodes/groups/</code> 中的构建模块定义。</p>
+<table>
+<thead>
+<tr>
+<th>节点组</th>
+<th>构建模块</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td><code>O Image Plane</code></td>
+<td><code>image_plane.py</code></td>
+</tr>
+<tr>
+<td><code>O Image Depth Plane</code></td>
+<td><code>image_depth_plane.py</code></td>
+</tr>
+<tr>
+<td><code>O Image Relief Plane</code></td>
+<td><code>image_relief_plane.py</code></td>
+</tr>
+<tr>
+<td><code>O Image Cutout</code></td>
+<td><code>image_cutout.py</code></td>
+</tr>
+<tr>
+<td><code>O Image Depth Cutout</code></td>
+<td><code>image_depth_cutout.py</code></td>
+</tr>
+<tr>
+<td><code>O Image Cutout Symmetry</code></td>
+<td><code>image_cutout_symmetry.py</code></td>
+</tr>
+<tr>
+<td><code>O Image Layer</code></td>
+<td><code>image_layer.py</code></td>
+</tr>
+<tr>
+<td><code>O Image Depth Layer</code></td>
+<td><code>image_depth_layer.py</code></td>
+</tr>
+<tr>
+<td><code>O Shadeless</code></td>
+<td><code>shadeless.py</code></td>
+</tr>
+<tr>
+<td><code>O Image Depth Panorama</code></td>
+<td><code>image_depth_panorama.py</code></td>
+</tr>
+</tbody>
+</table>
+<h2 id="_3">构建节点资产</h2>
+<p>生产节点组由 <code>uv run node-group build</code> 构建到 <code>src/anyimage/assets/O_AnyImage.blend</code></p>
+<p>节点组规则：</p>
+<ul>
+<li>字段默认直接连接，多个消费者可复用同一输出；按消费位置的几何、域、类型和输入属性版本验证求值等价性</li>
+<li>所有几何节点、嵌套组及测试辅助图禁止使用 Capture Attribute；构建定义和保存资产递归检查 Capture 为零</li>
+<li>域转换使用 Evaluate on Domain 或明确域的采样节点表达；跨几何变化优先调整消费顺序或在源几何上采样，明确索引对应关系</li>
+<li>Store Named Attribute 用于实际命名协议或仍需跨几何变化保存的最少数据，逐项明确名称、类型、域、Selection、写入阶段、消费者及必要性；内部临时属性使用 <code>_o_</code> 前缀，在最后消费者之后用通配符 <code>_o_*</code> 清理，保留 UV、用户属性和外部协议属性。清理必须走 <code>remove_attribute_pattern</code>：按精确名称删除时，若某个几何分支从未写入该属性，Remove Named Attribute 会报出缺失警告</li>
+<li>Group Input 按区域重复放置，通过字段排列和必要的 Reroute 保持连线可读，隐藏未使用输出；存储须有数据生命周期依据</li>
+<li>构建阶段通过明确的节点或 socket 引用接线</li>
+<li>保留节点默认 <code>name</code> 和标题，不用 <code>label</code> 覆盖，不用 String 节点注解。Frame 仅用于确有包裹语义的区域</li>
+<li>全接线的简单数学运算可折叠；需要阅读的常数、运算域和模式保持可见</li>
+<li>比较统一用 Compare 节点并按操作数数据类型选择输入，布尔运算统一用 Boolean Math，不用 Math 节点做比较、也不用数值乘法代替布尔运算；材质树不支持这两个节点，仍用 Math</li>
+<li>修改器 Geometry Nodes 的输入 socket 默认使用 <code>SINGLE</code></li>
+<li>socket <code>subtype</code> 按业务语义设置：长度用 <code>DISTANCE</code>，<code>0–1</code> 比例用 <code>FACTOR</code>，<code>0–100</code> 用 <code>PERCENTAGE</code>；无对应范围语义时保留默认</li>
+<li>接口或布局变更须验证 socket 顺序与结构、未使用输出隐藏及几何求值；纯布局变更比较运算、默认值和实际连接，确认功能不变</li>
+</ul>
+<h2 id="_4">构建资产脚本</h2>
+<p><code>tools/nodes/build.py</code> 按依赖顺序构建资产，调用 <code>arrangement/</code> 统一排列几何节点组后保存。<code>common/</code> 提供共用构建函数：<code>nodes.py</code> 创建接口与节点，<code>depth_surface.py</code>、<code>cutout.py</code> 等组装几何，<code>shader.py</code> 构建材质着色节点，<code>material_slots.py</code> 继承几何材质槽；<code>tools/nodes/preview/</code> 导出交互预览。</p>
+<p>保存后，<code>check.py</code> 在独立 Blender 进程中重新加载资产并做基本几何求值。接口、默认值和详细几何行为由 <code>tests/</code> 检查。</p>
+<div class="language-bash highlight"><pre><span></span><code><span id="__span-0-1"><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>uv<span class="w"> </span>run<span class="w"> </span>node-group<span class="w"> </span>build<span class="w"> </span>--blender<span class="w"> </span><span class="s2">&quot;/path/to/blender&quot;</span>
+</span><span id="__span-0-2"><a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a>uv<span class="w"> </span>run<span class="w"> </span>node-group<span class="w"> </span>build<span class="w"> </span>--skip-tests
+</span><span id="__span-0-3"><a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a>uv<span class="w"> </span>run<span class="w"> </span>node-group<span class="w"> </span>check
+</span><span id="__span-0-4"><a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a>uv<span class="w"> </span>run<span class="w"> </span>node-group<span class="w"> </span>preview
+</span></code></pre></div>
+<p>脚本按 <code>--blender</code>、环境变量 <code>BLENDER_BIN</code>、项目 <code>.env</code>、<code>PATH</code> 的顺序查找 Blender。无法自动找到时，在项目根目录的 <code>.env</code> 中配置：</p>
+<div class="language-text highlight"><pre><span></span><code><span id="__span-1-1"><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a>BLENDER_BIN=&quot;/absolute/path/to/blender&quot;
+</span></code></pre></div>
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+          <label class="md-nav__title" for="__nav_3_5">
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+          <ul class="md-nav__list" data-md-scrollfix>
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+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
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+    
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+    AI 环境管理
+  
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+    
+  </span>
+  
+  
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+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
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+  <span class="md-ellipsis">
+    
+  
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+  
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+  </span>
+  
+  
+
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+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
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+  
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+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        执行过程
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
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+      
+        节点说明
+      
+    </span>
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+  
+    <nav class="md-nav" aria-label="节点说明">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#_3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        读取状态，选择下一步
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#_4" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        安装独立环境
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#_5" class="md-nav__link">
+    <span class="md-ellipsis">
+      
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+      
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+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#_6" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        释放模型缓存
+      
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+  
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+</li>
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+      <a href="../clipboard-image/" class="md-nav__link">
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+    
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+    Clipboard Image
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+  
+  
+
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+  
+
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+            
+              
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+  
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+    <li class="md-nav__item">
+      <a href="../convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../convert-to-panorama/" class="md-nav__link">
+        
+  
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+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
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+  </span>
+  
+  
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+    </li>
+  
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+      <a href="../cutout-tool/" class="md-nav__link">
+        
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+  </span>
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+
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+            
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+      <a href="../frame/" class="md-nav__link">
+        
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+      <a href="../mask/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../rectify/" class="md-nav__link">
+        
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+    <li class="md-nav__item">
+      <a href="../remove-background/" class="md-nav__link">
+        
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+      <a href="../upscale/" class="md-nav__link">
+        
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+      <a href="../../node-assets/" class="md-nav__link">
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+  
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+    
+  
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+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        执行过程
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        节点说明
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="节点说明">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#_3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        读取状态，选择下一步
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#_4" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        安装独立环境
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#_5" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        下载模型
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#_6" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        释放模型缓存
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="ai">AI 环境管理</h1>
+<p>AI 环境管理从当前安装状态出发，补齐独立运行环境和必需模型，并提供设置入口与模型缓存释放操作。</p>
+<h2 id="_1">执行过程</h2>
+<pre class="mermaid"><code>flowchart TD
+    Entry["Set Up AI Server"] --&gt; Status["读取环境与必需模型状态"]
+    Status --&gt; Ready{"是否全部就绪？"}
+    Ready -- "是" --&gt; Done["结束"]
+    Ready -- "否" --&gt; Environment{"运行环境是否就绪？"}
+    Environment -- "否" --&gt; Install["安装隔离 Python 环境"]
+    Environment -- "是" --&gt; Download["下载缺失的必需模型"]
+    Install --&gt; Download --&gt; Done</code></pre>
+<p><code>SetupAIEnvironment</code> 是统一入口。首次使用时先安装运行环境，再下载默认模型；环境已经存在时，只补齐缺失模型。环境安装由 Blender Operator 启动，模型下载通过 Job Server 执行。</p>
+<h2 id="_2">节点说明</h2>
+<h3 id="_3">读取状态，选择下一步</h3>
+<p>入口位于 <code>src/anyimage/operators/ai_setup.py</code>。<code>SetupAIEnvironment</code> 通过 <code>properties.py</code> 中的 <code>ai_status()</code> 读取环境和模型状态，并根据结果结束、安装环境或调用 <code>DownloadRequiredModels</code>。对话框同时显示预计下载量和缺失模型名称。</p>
+<p><code>runtime.py</code> 提供当前 Environment 与 Server 状态；Server 正忙时不会启动新的安装流程。<code>OpenAIEnvironmentSettings</code> 打开 AnyImage 的扩展首选项。</p>
+<h3 id="_4">安装独立环境</h3>
+<p>环境尚未就绪时，<code>SetupAIEnvironment</code> 调用 Runtime 注册的安装 Operator。<code>use_mirror</code> 决定 uv、Python 和安装包的下载源，模型使用模型目录中声明的来源。</p>
+<p>安装完成后通过 <code>post_install()</code> 下载默认模型，模型依赖加载于独立 Server 环境。</p>
+<h3 id="_5">下载模型</h3>
+<p><code>ai_setup.py</code> 中的 <code>DownloadModel</code> 处理单个模型，<code>DownloadRequiredModels</code> 处理默认必需模型集合。两者先检查 Environment、Blender Online Access 和模型记录，再提交 <code>download-model</code> 或 <code>download-required-models</code> Job。</p>
+<p>Job 在 <code>server/app.py</code> 注册；<code>server/model_catalog.py</code> 保存模型名称、文件和来源，<code>server/model_download.py</code> 下载并校验文件，<code>server/model_manager.py</code> 管理模型目录与已加载 Session。下载进度和错误通过同一套 BlendJob Runtime 返回 Blender。</p>
+<h3 id="_6">释放模型缓存</h3>
+<p><code>ai_setup.py</code> 中的 <code>ClearModels</code> 调用 <code>runtime.clear_resource("model_manager")</code>，释放 Server 中已加载的模型 Session。下次推理从模型目录重新加载 Session。</p>
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+    
+      <label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_2" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M239.3 48.7C132.2 57.2 48 146.8 48 256c0 114.9 93.1 208 208 208 33.3 0 64.7-7.8 92.6-21.7C245.2 418.9 168 326.5 168 216c0-65.8 27.4-125.1 71.3-167.3M0 256C0 114.6 114.6 0 256 0c19.4 0 38.4 2.2 56.7 6.3 9.9 2.2 17.3 10.5 18.5 20.5s-4 19.8-13.1 24.4C257.5 81.4 216 143.9 216 216c0 101.6 82.4 184 184 184 5 0 9.9-.2 14.8-.6 10.1-.8 19.6 4.8 23.8 14.1s2 20.1-5.3 27.1C387.3 484.8 324.8 512 256 512 114.6 512 0 397.4 0 256"/></svg>
+      </label>
+    
+  
+    
+    
+    
+    <input class="md-option" data-md-color-media="(prefers-color-scheme: dark)" data-md-color-scheme="slate" data-md-color-primary="black" data-md-color-accent="indigo"  aria-label="Switch to system preference"  type="radio" name="__palette" id="__palette_2">
+    
+      <label class="md-header__button md-icon" title="Switch to system preference" for="__palette_0" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M256 0C114.6 0 0 114.6 0 256s114.6 256 256 256c68.8 0 131.3-27.2 177.3-71.4 7.3-7 9.4-17.9 5.3-27.1s-13.7-14.9-23.8-14.1c-4.9.4-9.8.6-14.8.6-101.6 0-184-82.4-184-184 0-72.1 41.5-134.6 102.1-164.8 9.1-4.5 14.3-14.3 13.1-24.4s-8.6-18.3-18.5-20.5C294.4 2.2 275.4 0 256 0"/></svg>
+      </label>
+    
+  
+</form>
+      
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&palette.color){if("(prefers-color-scheme)"===palette.color.media){var media=matchMedia("(prefers-color-scheme: light)"),input=document.querySelector(media.matches?"[data-md-color-media='(prefers-color-scheme: light)']":"[data-md-color-media='(prefers-color-scheme: dark)']");palette.color.media=input.getAttribute("data-md-color-media"),palette.color.scheme=input.getAttribute("data-md-color-scheme"),palette.color.primary=input.getAttribute("data-md-color-primary"),palette.color.accent=input.getAttribute("data-md-color-accent")}for(var[key,value]of Object.entries(palette.color))document.body.setAttribute("data-md-color-"+key,value)}</script>
+    
+    
+      <div class="md-header__option">
+  <div class="md-select">
+    
+    <button class="md-header__button md-icon" aria-label="Select language">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m12.87 15.07-2.54-2.51.03-.03A17.5 17.5 0 0 0 14.07 6H17V4h-7V2H8v2H1v2h11.17C11.5 7.92 10.44 9.75 9 11.35 8.07 10.32 7.3 9.19 6.69 8h-2c.73 1.63 1.73 3.17 2.98 4.56l-5.09 5.02L4 19l5-5 3.11 3.11zM18.5 10h-2L12 22h2l1.12-3h4.75L21 22h2zm-2.62 7 1.62-4.33L19.12 17z"/></svg>
+    </button>
+    <div class="md-select__inner">
+      <ul class="md-select__list">
+        
+          <li class="md-select__item">
+            <a href="../../../../internals/operators/clipboard-image/" hreflang="zh" class="md-select__link">
+              中文
+            </a>
+          </li>
+        
+          <li class="md-select__item">
+            <a href="./" hreflang="en" class="md-select__link">
+              English
+            </a>
+          </li>
+        
+      </ul>
+    </div>
+  </div>
+</div>
+    
+    
+      
+      
+        <label class="md-header__button md-icon" for="__search">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        </label>
+        <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
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+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        执行过程
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        节点说明
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="节点说明">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#blender" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        判断是否交给 Blender
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#_4" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        读取系统图片
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#packed-image" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        创建或复用 Packed Image
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#_5" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        放到当前编辑器
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
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+    </li>
+  
+
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+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
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+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Rectify
+  
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+    
+  </span>
+  
+  
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+            
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+  
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+    <li class="md-nav__item">
+      <a href="../remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../upscale/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Upscale
+  
+
+    
+  </span>
+  
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+
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+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
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+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
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+    
+      
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+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
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+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_6" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_6" id="__nav_3_6_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发维护
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_6_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_6">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开发维护
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../development/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发与发布
+  
+
+    
+  </span>
+  
+  
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+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../node-assets/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    节点资产
+  
+
+    
+  </span>
+  
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+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
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+            
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+        </nav>
+      
+    </li>
+  
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+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        执行过程
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        节点说明
+      
+    </span>
+  </a>
+  
+    <nav class="md-nav" aria-label="节点说明">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#blender" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        判断是否交给 Blender
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#_4" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        读取系统图片
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#packed-image" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        创建或复用 Packed Image
+      
+    </span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#_5" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        放到当前编辑器
+      
+    </span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="_1">剪贴板图片</h1>
+<p>剪贴板图片从 <code>Ctrl/Cmd + V</code> 开始，把操作系统中的图片变成 Packed Blender Image，并放到当前编辑器支持的位置。</p>
+<h2 id="_2">执行过程</h2>
+<pre class="mermaid"><code>flowchart TD
+    Paste["Ctrl/Cmd + V"] --&gt; Priority{"刚执行过 Blender Copy？"}
+    Priority -- "是" --&gt; Native["交回原生 Paste"]
+    Priority -- "否" --&gt; Read["读取系统图片"]
+    Read --&gt; Image["复用或创建 Packed Image"]
+    Image --&gt; Target{"当前编辑器"}
+    Target --&gt; View["Reference / Plane"]
+    Target --&gt; Node["Image Node"]
+    Target --&gt; Paint["Brush Texture"]</code></pre>
+<p>Windows 快捷键优先处理 Blender 自己的 Copy/Paste，系统剪贴板出现新的图片内容时 AnyImage 接管粘贴；macOS 和 Linux 没有系统剪贴板序列号，始终由 AnyImage 处理粘贴。</p>
+<h2 id="_3">节点说明</h2>
+<h3 id="blender">判断是否交给 Blender</h3>
+<p><code>operators/clipboard_image/operators.py</code> 定义 <code>TrackNativeCopy</code>、<code>PasteClipboardImage</code> 和 3D View、Node Editor 快捷键。<code>TrackNativeCopy</code> 记录 Blender Copy 时的系统剪贴板序列号；粘贴时若序列号没有变化，<code>PasteClipboardImage</code> 返回 <code>PASS_THROUGH</code>，让 Blender 继续处理对象或节点粘贴。</p>
+<p>同一文件随后调用 <code>actions.target_for_context()</code> 判断当前编辑器是否支持图片落点。</p>
+<h3 id="_4">读取系统图片</h3>
+<p><code>clipboard.py</code> 负责平台差异。Windows 依次尝试 PNG、DIBV5 和 DIB，DIB 补成 BMP；macOS 通过 <code>osascript</code> 导出 PNG；Linux 依次尝试 <code>wl-paste</code> 和 <code>xclip</code> 提供的图片格式。各平台输出统一为图片字节和扩展名，再交给后续步骤。</p>
+<h3 id="packed-image">创建或复用 Packed Image</h3>
+<p><code>actions.py</code> 对图片内容计算 SHA-256。相同内容已经粘贴过时会复用现有 Packed Image，否则创建新 Image 并 Pack 到当前 <code>.blend</code>，避免依赖临时剪贴板文件。</p>
+<h3 id="_5">放到当前编辑器</h3>
+<p>落点仍在 <code>actions.py</code> 中完成：3D View 创建 Reference 或 Plane，Node Editor 创建与当前节点树匹配的 Image 节点，绘制模式把 Image 配置为当前画笔的 Texture。鼠标位置和视图位置也在这里换算。</p>
+<p>Plane 路径调用 <code>convert_to_plane/image_plane.py</code> 创建中心原点基础网格，并从节点资产加载 <code>O Image Plane</code>。<code>actions.py</code> 创建图像材质并放入 Mesh 第 <code>0</code> 个材质槽，节点组只生成几何。</p>
+
+
+
+
+
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+
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+                
+              </article>
+            </div>
+          
+          
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diff --git a/1.0.x/en/internals/operators/convert-to-panorama/index.html b/1.0.x/en/internals/operators/convert-to-panorama/index.html
new file mode 100755
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@@ -0,0 +1,1476 @@
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+        <meta name="description" content="AnyImage 是一款将图片、视频和序列帧转换为立体面片的 Blender 扩展。">
+      
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+        <meta name="author" content="OmooLab">
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+        <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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+    
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+    
+    <script>__md_scope=new URL("../../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
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+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="black" data-md-color-accent="indigo">
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+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
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+        <a href="#panorama" class="md-skip">
+          Skip to content
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+      <div data-md-color-scheme="default" data-md-component="outdated" hidden>
+        
+      </div>
+    
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+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../../" title="AnyImage 文档" class="md-header__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../../assets/logo.png" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            AnyImage 文档
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Convert to Panorama
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+        <form class="md-header__option" data-md-component="palette">
+  
+    
+    
+    
+    <input class="md-option" data-md-color-media="(prefers-color-scheme)" data-md-color-scheme="default" data-md-color-primary="black" data-md-color-accent="indigo"  aria-label="Switch to light mode"  type="radio" name="__palette" id="__palette_0">
+    
+      <label class="md-header__button md-icon" title="Switch to light mode" for="__palette_1" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M448 256c0-106-86-192-192-192v384c106 0 192-86 192-192M0 256a256 256 0 1 1 512 0 256 256 0 1 1-512 0"/></svg>
+      </label>
+    
+  
+    
+    
+    
+    <input class="md-option" data-md-color-media="(prefers-color-scheme: light)" data-md-color-scheme="default" data-md-color-primary="black" data-md-color-accent="indigo"  aria-label="Switch to dark mode"  type="radio" name="__palette" id="__palette_1">
+    
+      <label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_2" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M239.3 48.7C132.2 57.2 48 146.8 48 256c0 114.9 93.1 208 208 208 33.3 0 64.7-7.8 92.6-21.7C245.2 418.9 168 326.5 168 216c0-65.8 27.4-125.1 71.3-167.3M0 256C0 114.6 114.6 0 256 0c19.4 0 38.4 2.2 56.7 6.3 9.9 2.2 17.3 10.5 18.5 20.5s-4 19.8-13.1 24.4C257.5 81.4 216 143.9 216 216c0 101.6 82.4 184 184 184 5 0 9.9-.2 14.8-.6 10.1-.8 19.6 4.8 23.8 14.1s2 20.1-5.3 27.1C387.3 484.8 324.8 512 256 512 114.6 512 0 397.4 0 256"/></svg>
+      </label>
+    
+  
+    
+    
+    
+    <input class="md-option" data-md-color-media="(prefers-color-scheme: dark)" data-md-color-scheme="slate" data-md-color-primary="black" data-md-color-accent="indigo"  aria-label="Switch to system preference"  type="radio" name="__palette" id="__palette_2">
+    
+      <label class="md-header__button md-icon" title="Switch to system preference" for="__palette_0" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M256 0C114.6 0 0 114.6 0 256s114.6 256 256 256c68.8 0 131.3-27.2 177.3-71.4 7.3-7 9.4-17.9 5.3-27.1s-13.7-14.9-23.8-14.1c-4.9.4-9.8.6-14.8.6-101.6 0-184-82.4-184-184 0-72.1 41.5-134.6 102.1-164.8 9.1-4.5 14.3-14.3 13.1-24.4s-8.6-18.3-18.5-20.5C294.4 2.2 275.4 0 256 0"/></svg>
+      </label>
+    
+  
+</form>
+      
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&palette.color){if("(prefers-color-scheme)"===palette.color.media){var media=matchMedia("(prefers-color-scheme: light)"),input=document.querySelector(media.matches?"[data-md-color-media='(prefers-color-scheme: light)']":"[data-md-color-media='(prefers-color-scheme: dark)']");palette.color.media=input.getAttribute("data-md-color-media"),palette.color.scheme=input.getAttribute("data-md-color-scheme"),palette.color.primary=input.getAttribute("data-md-color-primary"),palette.color.accent=input.getAttribute("data-md-color-accent")}for(var[key,value]of Object.entries(palette.color))document.body.setAttribute("data-md-color-"+key,value)}</script>
+    
+    
+      <div class="md-header__option">
+  <div class="md-select">
+    
+    <button class="md-header__button md-icon" aria-label="Select language">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m12.87 15.07-2.54-2.51.03-.03A17.5 17.5 0 0 0 14.07 6H17V4h-7V2H8v2H1v2h11.17C11.5 7.92 10.44 9.75 9 11.35 8.07 10.32 7.3 9.19 6.69 8h-2c.73 1.63 1.73 3.17 2.98 4.56l-5.09 5.02L4 19l5-5 3.11 3.11zM18.5 10h-2L12 22h2l1.12-3h4.75L21 22h2zm-2.62 7 1.62-4.33L19.12 17z"/></svg>
+    </button>
+    <div class="md-select__inner">
+      <ul class="md-select__list">
+        
+          <li class="md-select__item">
+            <a href="../../../../internals/operators/convert-to-panorama/" hreflang="zh" class="md-select__link">
+              中文
+            </a>
+          </li>
+        
+          <li class="md-select__item">
+            <a href="./" hreflang="en" class="md-select__link">
+              English
+            </a>
+          </li>
+        
+      </ul>
+    </div>
+  </div>
+</div>
+    
+    
+      
+      
+        <label class="md-header__button md-icon" for="__search">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        </label>
+        <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
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+<h1 id="panorama">Panorama 转换</h1>
+<p><code>operators/convert_to_panorama/</code> 将静态等距柱状 Image Empty 转换为径向深度表面，提交前裁剪出最大居中 2:1 区域。<code>operators.py</code> 提交任务，<code>object.py</code> 导入对象，<code>__init__.py</code> 汇总导出与注册清单。</p>
+<pre class="mermaid"><code>flowchart TD
+    A[准备颜色与分析图] --&gt; B[generate-panorama-geometry]
+    B --&gt; C[采样 12 个透视视图并推理]
+    C --&gt; D[融合径向距离与有效性]
+    D --&gt; E[写出 depth.exr 与 depth.json]
+    E --&gt; F[创建材质与 O Image Depth Panorama]</code></pre>
+<p>任务使用 Preferences 选择的几何模型。源颜色由 Blender 侧保存，Server 的 <code>geometry/panorama.py</code> 负责视图采样与距离融合，<code>jobs/panorama.py</code> 编排推理和产物写入。</p>
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+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M256 0C114.6 0 0 114.6 0 256s114.6 256 256 256c68.8 0 131.3-27.2 177.3-71.4 7.3-7 9.4-17.9 5.3-27.1s-13.7-14.9-23.8-14.1c-4.9.4-9.8.6-14.8.6-101.6 0-184-82.4-184-184 0-72.1 41.5-134.6 102.1-164.8 9.1-4.5 14.3-14.3 13.1-24.4s-8.6-18.3-18.5-20.5C294.4 2.2 275.4 0 256 0"/></svg>
+      </label>
+    
+  
+</form>
+      
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&palette.color){if("(prefers-color-scheme)"===palette.color.media){var media=matchMedia("(prefers-color-scheme: light)"),input=document.querySelector(media.matches?"[data-md-color-media='(prefers-color-scheme: light)']":"[data-md-color-media='(prefers-color-scheme: dark)']");palette.color.media=input.getAttribute("data-md-color-media"),palette.color.scheme=input.getAttribute("data-md-color-scheme"),palette.color.primary=input.getAttribute("data-md-color-primary"),palette.color.accent=input.getAttribute("data-md-color-accent")}for(var[key,value]of Object.entries(palette.color))document.body.setAttribute("data-md-color-"+key,value)}</script>
+    
+    
+      <div class="md-header__option">
+  <div class="md-select">
+    
+    <button class="md-header__button md-icon" aria-label="Select language">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m12.87 15.07-2.54-2.51.03-.03A17.5 17.5 0 0 0 14.07 6H17V4h-7V2H8v2H1v2h11.17C11.5 7.92 10.44 9.75 9 11.35 8.07 10.32 7.3 9.19 6.69 8h-2c.73 1.63 1.73 3.17 2.98 4.56l-5.09 5.02L4 19l5-5 3.11 3.11zM18.5 10h-2L12 22h2l1.12-3h4.75L21 22h2zm-2.62 7 1.62-4.33L19.12 17z"/></svg>
+    </button>
+    <div class="md-select__inner">
+      <ul class="md-select__list">
+        
+          <li class="md-select__item">
+            <a href="../../../../internals/operators/convert-to-plane/" hreflang="zh" class="md-select__link">
+              中文
+            </a>
+          </li>
+        
+          <li class="md-select__item">
+            <a href="./" hreflang="en" class="md-select__link">
+              English
+            </a>
+          </li>
+        
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+        <label class="md-header__button md-icon" for="__search">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        </label>
+        <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
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+
+<h1 id="plane">Plane 转换</h1>
+<p><code>operators/convert_to_plane/operators.py</code> 提供 <code>ConvertToPlane</code>、<code>ConvertToDepthPlane</code>、<code>ConvertToReliefPlane</code> 与 <code>GenerateDepthPlane</code>。<code>object.py</code> 导入对象和材质，<code>image_plane.py</code> 构建基础矩形网格，<code>__init__.py</code> 汇总导出与注册清单。</p>
+<pre class="mermaid"><code>flowchart TD
+    A[Image Empty] --&gt; B[准备材质颜色]
+    B --&gt; C{转换类型}
+    C -- Plane --&gt; D[四边形与 O Image Plane]
+    C -- Depth 或 Relief --&gt; E[静态图提交几何 Job]
+    E --&gt; F[加载深度、元数据与法线]
+    F --&gt; G[对应节点修改器与材质]
+    D --&gt; H[创建对象并替换源 Empty]
+    G --&gt; H</code></pre>
+<p>三种转换都只接受静态图片。基础网格以局部中心为原点，对象矩阵补偿源 Empty 的显示范围。</p>
+<p>Depth 与 Relief 从 Preferences 读取几何模型、分辨率级别和 AI 输入上限。<code>create_depth_plane_from_result()</code> 导入产物并创建修改器。<code>O Image Depth Plane</code> 使用相机 XYZ 与对象空间法线构建深度表面；<code>O Image Relief Plane</code> 使用深度 Z 与切线空间法线构建浮雕。</p>
+<p>节点构建见<a href="../../node-assets/">节点资产</a>，文件协议见<a href="../../outputs/">Job 产物</a>。</p>
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+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        轮廓与网格
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ai" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        AI 与对象创建
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Rectify
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../upscale/" class="md-nav__link">
+        
+  
+  
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+            
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+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        轮廓与网格
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ai" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        AI 与对象创建
+      
+    </span>
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+  
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+      
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+  
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+                  </div>
+                </div>
+              </div>
+            
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+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="cutout">Cutout</h1>
+<p>Cutout 在静态 Image Empty 上圈定 Selection，按轮廓创建 Flat、Solid、Depth Symmetry 或 Depth Solid。入口位于 <code>operators/cutout_tool/operators.py</code>，Shape 菜单位于 <code>interaction.py</code>，预设标识与节点组对应关系位于 <code>shape.py</code>。</p>
+<pre class="mermaid"><code>flowchart TD
+    A[Lasso 或 Polyline 提交 SelectionPath] --&gt; B[选择 Shape]
+    B --&gt; C[栅格化 SelectionMask 并读取源 RGBA]
+    C --&gt; D{需要 Depth 或 Normal？}
+    D -- 是 --&gt; E[准备 bounds 矩形 RGBA]
+    E --&gt; F[generate-cutout-artifacts]
+    F --&gt; G[加载 Depth、Metadata 与 Normal]
+    D -- 否 --&gt; H[源 Alpha 与 SelectionMask 组合]
+    G --&gt; H
+    H --&gt; I[边界映射、轮廓提取与质量三角化]
+    I --&gt; J[BaseShape 与 o_balloon]
+    J --&gt; K[创建材质、对象与对应节点修改器]</code></pre>
+<table>
+<thead>
+<tr>
+<th>预设</th>
+<th>节点组</th>
+<th>AI 产物</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Flat</td>
+<td><code>O Image Cutout</code>，Thickness 0</td>
+<td>可选切线空间法线</td>
+</tr>
+<tr>
+<td>Solid</td>
+<td><code>O Image Cutout</code>，Thickness 1</td>
+<td>可选切线空间法线</td>
+</tr>
+<tr>
+<td>Depth Symmetry</td>
+<td><code>O Image Depth Cutout</code> 与 <code>O Image Cutout Symmetry</code></td>
+<td>深度与对象空间法线</td>
+</tr>
+<tr>
+<td>Depth Solid</td>
+<td><code>O Image Depth Cutout</code></td>
+<td>深度与对象空间法线</td>
+</tr>
+</tbody>
+</table>
+<p>Flat 与 Solid 可以不带 AI 产物生成；Depth 预设和 Normal Map 需要就绪的几何模型，Shape 菜单按该状态提供选项。</p>
+<h2 id="_1">轮廓与网格</h2>
+<p><code>geometry.py</code> 从内容 Alpha 提取连通轮廓与孔洞，按 Edge Length 生成 <code>BaseShape</code>。Edge Length 是世界空间的网格目标边长，Minimum Relative Edge Length 会按内容范围提高其下界。</p>
+<p><code>mesh.py</code> 负责轮廓分离、孔洞处理、质量三角化和边界支撑，<code>polygon.py</code> 提供轮廓简化，<code>tangle.py</code> 是随包分发的 Delaunay 三角化核心。Fine Outline 展开时保留小孔与细节轮廓，关闭时填洞并简化。</p>
+<p><code>balloon.py</code> 负责 Balloon Profile，按 Preferences 选择 Poisson 或 Teddy，生成所有预设共用的 POINT 属性 <code>o_balloon</code>。<code>boundary_padding.py</code> 按 Boundary Padding 沿结构内法线重采样轮廓附近的颜色与深度。</p>
+<h2 id="ai">AI 与对象创建</h2>
+<p>Server 接收 Selection bounds 内保留源 Alpha 的 RGBA，一次 MoGe 推理按 <code>generate_depth</code> 与 <code>normal_mode</code> 返回产物。深度参考区域使用所选 Alpha Threshold，Normal 使用原预测；Maximum AI Input Size 只影响分析分辨率。</p>
+<p><code>object.py</code> 的 <code>create_shape_object()</code> 消费 BaseShape、Color、Depth 和 Normal，加载对应节点组。基础网格位于局部 XZ 平面，厚度沿 Y 展开；对象矩阵把网格放入 Image Empty 的图片平面，Depth Symmetry 额外叠加对称节点组与方向参数。Object Normal 随方向同步转换。</p>
+<p>材质使用 IOR 1.2，颜色与法线接入 Image Layer，法线按切线或对象空间解释。节点计算见<a href="../../node-assets/">节点资产</a>。</p>
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+      
+        <label class="md-header__button md-icon" for="__search">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        </label>
+        <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Rectify
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../upscale/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Upscale
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
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+
+<h1 id="frame">Frame 多图合成</h1>
+<p><code>operators/frame_tool/operators.py</code> 定义 <code>FrameImages</code> 和 <code>FrameTool</code>。<code>projection.py</code> 负责视图投影、交叠和结果平面定位，<code>compositing.py</code> 负责像素深度排序与边界覆盖采样，<code>__init__.py</code> 导出类型及注册清单。Frame 将选中的静态 Image Empty 按当前视图合成为一张图片。</p>
+<pre class="mermaid"><code>flowchart TD
+    A[拖出屏幕矩形] --&gt; B[冻结视图矩阵并收集选中静态图片]
+    B --&gt; C[检查矩形与 active 图片的有效投射交集]
+    C --&gt; D[按 Region 与 Maximum Frame Resolution 计算输出尺寸]
+    D --&gt; E[观察射线投影到各图片平面]
+    E --&gt; F[按样本深度从远到近合成，等深度 active 优先]
+    F --&gt; G[边界覆盖采样与独立 Alpha]
+    G --&gt; H[创建 Packed Image 并复用 active Object]
+    H --&gt; I[删除其他参与图片对象并提交 Undo]</code></pre>
+<p>正交视图接受有限深度，透视视图采样观察方向前方的交点。交叠检查采用连续投影范围；输出尺寸受 Region、最长边上限和总像素上限约束。</p>
+<p>RGB 与 Alpha 分别累计，保留被 Mask 隐藏的有效颜色。边界使用覆盖采样，内部复用直接采样，避免黑边和不必要的模糊。结果平面朝向观察者，位置由 active 图片的有效深度确定。</p>
+<p>Frame 保留 active 对象身份、名称和 Collection；图像替换复用 <a href="../../common/">Common</a> 的共享数据与失败恢复逻辑。</p>
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+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="./" class="md-nav__link md-nav__link--active">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link md-nav__link--active" for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Rectify
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="upscale/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Upscale
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_6" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_6" id="__nav_3_6_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发维护
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_6_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_6">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开发维护
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../development/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开发与发布
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../node-assets/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    节点资产
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="operator">Operator 实现索引</h1>
+<table>
+<thead>
+<tr>
+<th>源码（相对 <code>src/anyimage/</code>）</th>
+<th>功能</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td><code>operators/ai_setup.py</code></td>
+<td><a href="ai-setup/">AI 环境管理</a></td>
+</tr>
+<tr>
+<td><code>operators/clipboard_image/</code></td>
+<td><a href="clipboard-image/">剪贴板图片</a></td>
+</tr>
+<tr>
+<td><code>operators/convert_to_plane/</code></td>
+<td><a href="convert-to-plane/">Plane 与 Depth Plane</a></td>
+</tr>
+<tr>
+<td><code>operators/convert_to_panorama/</code></td>
+<td><a href="convert-to-panorama/">Panorama</a></td>
+</tr>
+<tr>
+<td><code>operators/cutout_tool/</code></td>
+<td><a href="cutout-tool/">Cutout</a></td>
+</tr>
+<tr>
+<td><code>operators/frame_tool/operators.py</code></td>
+<td><a href="frame/">Frame 多图合成</a></td>
+</tr>
+<tr>
+<td><code>operators/mask_tool.py</code></td>
+<td><a href="mask/">Mask Alpha 编辑</a></td>
+</tr>
+<tr>
+<td><code>operators/rectify_tool/operators.py</code></td>
+<td><a href="rectify/">Rectify 透视校正</a></td>
+</tr>
+<tr>
+<td><code>operators/remove_background.py</code></td>
+<td><a href="remove-background/">Remove Background</a></td>
+</tr>
+<tr>
+<td><code>operators/upscale.py</code></td>
+<td><a href="upscale/">Upscale</a></td>
+</tr>
+</tbody>
+</table>
+<p>单文件功能按业务命名；复杂功能包在 <code>operators.py</code> 定义 Operator 和入口协调逻辑，交互式工具同时定义 WorkSpaceTool，其余模块承载具体实现。包的 <code>__init__.py</code> 汇总导出与 <code>CLASSES</code> 注册清单，类型在 <code>operators/__init__.py</code> 和扩展 <code>__init__.py</code> 汇总注册。AI Operator 使用普通字典提交任务，并在主线程响应中读取文件和修改 Blender 数据。</p>
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+
+<h1 id="mask-alpha">Mask Alpha 编辑</h1>
+<p><code>operators/mask_tool.py</code> 定义 <code>EditImageAlpha</code> 和 <code>MaskTool</code>，使用 <code>common/viewport.py</code> 的 <code>ImageGesture</code> 管理 Lasso、Brush 与 Polyline。</p>
+<pre class="mermaid"><code>flowchart TD
+    A[冻结 Scene 的 Gesture、Mode、Radius] --&gt; B[屏幕手势与 Overlay]
+    B --&gt; C[完成后投影并生成覆盖 M]
+    C --&gt; D[读取源 RGBA]
+    D --&gt; E[按模式计算 Alpha]
+    E --&gt; F[保留 RGB 和源画布尺寸]
+    F --&gt; G[替换 Packed Image 并提交一个 Undo]</code></pre>
+<table>
+<thead>
+<tr>
+<th>模式</th>
+<th>源 Alpha A 与覆盖 M 的结果</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Set</td>
+<td><code>A × M</code></td>
+</tr>
+<tr>
+<td>Extend</td>
+<td><code>max(A, M)</code></td>
+</tr>
+<tr>
+<td>Subtract</td>
+<td><code>A × (1 − M)</code></td>
+</tr>
+</tbody>
+</table>
+<p>Brush 拖动时维护简化屏幕路径、圆形印记与连接条的并集预览；释放时一次生成图片覆盖。Polyline 使用逐点路径，至少三个点后通过闭合圈、双击或 Enter 完成，Backspace 删除末点。</p>
+<p>结果保留 Empty 的身份、矩阵、显示尺寸和偏移。全透明结果有效，取消或切换工具清理未提交的 Overlay；共享 Image 通过统一替换入口分流。</p>
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+                
+                  
+
+
+
+<h1 id="rectify">Rectify 透视校正</h1>
+<p><code>operators/rectify_tool/operators.py</code> 定义 <code>RectifyImagePerspective</code> 与 <code>RectifyTool</code>，将图片内的四角区域校正为矩形。<code>geometry.py</code> 负责四角验证与像素校正，<code>preview.py</code> 负责预览图、Overlay 和宽高比控制，<code>__init__.py</code> 导出类型及注册清单。</p>
+<pre class="mermaid"><code>flowchart TD
+    A[点选四角] --&gt; B[规范为凸 Quad 并检查图片交叠]
+    B --&gt; C[512×512 预览与宽高比调整]
+    C --&gt; D[按像素密度和输出上限确定尺寸]
+    D --&gt; E[分块 Homography 与预乘 Alpha 插值]
+    E --&gt; F[按可见 Alpha 裁剪]
+    F --&gt; G[映射 placement bounds 并替换 Packed Image]</code></pre>
+<p>四角允许任意点击顺序，退化或非凸输入在提交前校验。预览根据源颜色空间配置显示，像素重采样复用 <code>common/image.py</code>。输出最长边上限 8192，总像素上限 16,777,216。</p>
+<p><code>replace_empty_image()</code> 根据校正区域的 placement bounds 调整画框，保留源 Image 名称、对象身份和共享引用语义。</p>
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+        <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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+        <style>:root{--md-text-font:"Open Sans";--md-code-font:"Cascadia Code"}</style>
+      
+    
+    
+      <link rel="stylesheet" href="../../../../assets/_mkdocstrings.css">
+    
+      <link rel="stylesheet" href="../../../../assets/_mkdocstrings.css">
+    
+      <link rel="stylesheet" href="../../../../stylesheets/extra.css">
+    
+    <script>__md_scope=new URL("../../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="black" data-md-color-accent="indigo">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#remove-background" class="md-skip">
+          Skip to content
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+      <div data-md-color-scheme="default" data-md-component="outdated" hidden>
+        
+      </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../../../" title="AnyImage 文档" class="md-header__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../../assets/logo.png" alt="logo">
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            AnyImage 文档
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Remove Background
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      
+        <form class="md-header__option" data-md-component="palette">
+  
+    
+    
+    
+    <input class="md-option" data-md-color-media="(prefers-color-scheme)" data-md-color-scheme="default" data-md-color-primary="black" data-md-color-accent="indigo"  aria-label="Switch to light mode"  type="radio" name="__palette" id="__palette_0">
+    
+      <label class="md-header__button md-icon" title="Switch to light mode" for="__palette_1" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M448 256c0-106-86-192-192-192v384c106 0 192-86 192-192M0 256a256 256 0 1 1 512 0 256 256 0 1 1-512 0"/></svg>
+      </label>
+    
+  
+    
+    
+    
+    <input class="md-option" data-md-color-media="(prefers-color-scheme: light)" data-md-color-scheme="default" data-md-color-primary="black" data-md-color-accent="indigo"  aria-label="Switch to dark mode"  type="radio" name="__palette" id="__palette_1">
+    
+      <label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_2" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M239.3 48.7C132.2 57.2 48 146.8 48 256c0 114.9 93.1 208 208 208 33.3 0 64.7-7.8 92.6-21.7C245.2 418.9 168 326.5 168 216c0-65.8 27.4-125.1 71.3-167.3M0 256C0 114.6 114.6 0 256 0c19.4 0 38.4 2.2 56.7 6.3 9.9 2.2 17.3 10.5 18.5 20.5s-4 19.8-13.1 24.4C257.5 81.4 216 143.9 216 216c0 101.6 82.4 184 184 184 5 0 9.9-.2 14.8-.6 10.1-.8 19.6 4.8 23.8 14.1s2 20.1-5.3 27.1C387.3 484.8 324.8 512 256 512 114.6 512 0 397.4 0 256"/></svg>
+      </label>
+    
+  
+    
+    
+    
+    <input class="md-option" data-md-color-media="(prefers-color-scheme: dark)" data-md-color-scheme="slate" data-md-color-primary="black" data-md-color-accent="indigo"  aria-label="Switch to system preference"  type="radio" name="__palette" id="__palette_2">
+    
+      <label class="md-header__button md-icon" title="Switch to system preference" for="__palette_0" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M256 0C114.6 0 0 114.6 0 256s114.6 256 256 256c68.8 0 131.3-27.2 177.3-71.4 7.3-7 9.4-17.9 5.3-27.1s-13.7-14.9-23.8-14.1c-4.9.4-9.8.6-14.8.6-101.6 0-184-82.4-184-184 0-72.1 41.5-134.6 102.1-164.8 9.1-4.5 14.3-14.3 13.1-24.4s-8.6-18.3-18.5-20.5C294.4 2.2 275.4 0 256 0"/></svg>
+      </label>
+    
+  
+</form>
+      
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&palette.color){if("(prefers-color-scheme)"===palette.color.media){var media=matchMedia("(prefers-color-scheme: light)"),input=document.querySelector(media.matches?"[data-md-color-media='(prefers-color-scheme: light)']":"[data-md-color-media='(prefers-color-scheme: dark)']");palette.color.media=input.getAttribute("data-md-color-media"),palette.color.scheme=input.getAttribute("data-md-color-scheme"),palette.color.primary=input.getAttribute("data-md-color-primary"),palette.color.accent=input.getAttribute("data-md-color-accent")}for(var[key,value]of Object.entries(palette.color))document.body.setAttribute("data-md-color-"+key,value)}</script>
+    
+    
+      <div class="md-header__option">
+  <div class="md-select">
+    
+    <button class="md-header__button md-icon" aria-label="Select language">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m12.87 15.07-2.54-2.51.03-.03A17.5 17.5 0 0 0 14.07 6H17V4h-7V2H8v2H1v2h11.17C11.5 7.92 10.44 9.75 9 11.35 8.07 10.32 7.3 9.19 6.69 8h-2c.73 1.63 1.73 3.17 2.98 4.56l-5.09 5.02L4 19l5-5 3.11 3.11zM18.5 10h-2L12 22h2l1.12-3h4.75L21 22h2zm-2.62 7 1.62-4.33L19.12 17z"/></svg>
+    </button>
+    <div class="md-select__inner">
+      <ul class="md-select__list">
+        
+          <li class="md-select__item">
+            <a href="../../../../internals/operators/remove-background/" hreflang="zh" class="md-select__link">
+              中文
+            </a>
+          </li>
+        
+          <li class="md-select__item">
+            <a href="./" hreflang="en" class="md-select__link">
+              English
+            </a>
+          </li>
+        
+      </ul>
+    </div>
+  </div>
+</div>
+    
+    
+      
+      
+        <label class="md-header__button md-icon" for="__search">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        </label>
+        <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
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+                  
+
+
+
+<h1 id="remove-background">Remove Background</h1>
+<p><code>operators/remove_background.py</code> 从 Image Empty 或当前 Shader Image Texture 准备输入。<code>RemoveImageBackground</code> 协调设置与输入，<code>RunBackgroundRemoval</code> 提交 Job 并应用结果。</p>
+<pre class="mermaid"><code>flowchart TD
+    A[ImageEditTarget 取得编辑目标] --&gt; B[准备图像输入]
+    B --&gt; C[remove-background Job]
+    C --&gt; D[所选背景模型生成前景 Alpha]
+    D --&gt; E{输入类型}
+    E -- 普通图片 --&gt; F[透明 PNG 前景]
+    E -- HDR --&gt; G[alpha.npy]
+    F --&gt; H[应用结果与 Undo]
+    G --&gt; H</code></pre>
+<p><code>server/jobs/remove_background.py</code> 读取单张输入并调用 <code>server/models/background.py</code>，支持 BiRefNet 和 BEN2。模型前景 Alpha 与源 Alpha 合成。</p>
+<p>普通结果通过 <code>ImageEditTarget</code> 保留共享图像引用与帧设置。HDR 使用 <code>common/hdr_image.py</code> 的 <code>HdrBackgroundInput</code> 准备分析输入，并将返回 Alpha 应用于原浮点 RGB。Operator 负责临时输入清理。</p>
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+    
+      <label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_2" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M239.3 48.7C132.2 57.2 48 146.8 48 256c0 114.9 93.1 208 208 208 33.3 0 64.7-7.8 92.6-21.7C245.2 418.9 168 326.5 168 216c0-65.8 27.4-125.1 71.3-167.3M0 256C0 114.6 114.6 0 256 0c19.4 0 38.4 2.2 56.7 6.3 9.9 2.2 17.3 10.5 18.5 20.5s-4 19.8-13.1 24.4C257.5 81.4 216 143.9 216 216c0 101.6 82.4 184 184 184 5 0 9.9-.2 14.8-.6 10.1-.8 19.6 4.8 23.8 14.1s2 20.1-5.3 27.1C387.3 484.8 324.8 512 256 512 114.6 512 0 397.4 0 256"/></svg>
+      </label>
+    
+  
+    
+    
+    
+    <input class="md-option" data-md-color-media="(prefers-color-scheme: dark)" data-md-color-scheme="slate" data-md-color-primary="black" data-md-color-accent="indigo"  aria-label="Switch to system preference"  type="radio" name="__palette" id="__palette_2">
+    
+      <label class="md-header__button md-icon" title="Switch to system preference" for="__palette_0" hidden>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M256 0C114.6 0 0 114.6 0 256s114.6 256 256 256c68.8 0 131.3-27.2 177.3-71.4 7.3-7 9.4-17.9 5.3-27.1s-13.7-14.9-23.8-14.1c-4.9.4-9.8.6-14.8.6-101.6 0-184-82.4-184-184 0-72.1 41.5-134.6 102.1-164.8 9.1-4.5 14.3-14.3 13.1-24.4s-8.6-18.3-18.5-20.5C294.4 2.2 275.4 0 256 0"/></svg>
+      </label>
+    
+  
+</form>
+      
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&palette.color){if("(prefers-color-scheme)"===palette.color.media){var media=matchMedia("(prefers-color-scheme: light)"),input=document.querySelector(media.matches?"[data-md-color-media='(prefers-color-scheme: light)']":"[data-md-color-media='(prefers-color-scheme: dark)']");palette.color.media=input.getAttribute("data-md-color-media"),palette.color.scheme=input.getAttribute("data-md-color-scheme"),palette.color.primary=input.getAttribute("data-md-color-primary"),palette.color.accent=input.getAttribute("data-md-color-accent")}for(var[key,value]of Object.entries(palette.color))document.body.setAttribute("data-md-color-"+key,value)}</script>
+    
+    
+      <div class="md-header__option">
+  <div class="md-select">
+    
+    <button class="md-header__button md-icon" aria-label="Select language">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m12.87 15.07-2.54-2.51.03-.03A17.5 17.5 0 0 0 14.07 6H17V4h-7V2H8v2H1v2h11.17C11.5 7.92 10.44 9.75 9 11.35 8.07 10.32 7.3 9.19 6.69 8h-2c.73 1.63 1.73 3.17 2.98 4.56l-5.09 5.02L4 19l5-5 3.11 3.11zM18.5 10h-2L12 22h2l1.12-3h4.75L21 22h2zm-2.62 7 1.62-4.33L19.12 17z"/></svg>
+    </button>
+    <div class="md-select__inner">
+      <ul class="md-select__list">
+        
+          <li class="md-select__item">
+            <a href="../../../../internals/operators/upscale/" hreflang="zh" class="md-select__link">
+              中文
+            </a>
+          </li>
+        
+          <li class="md-select__item">
+            <a href="./" hreflang="en" class="md-select__link">
+              English
+            </a>
+          </li>
+        
+      </ul>
+    </div>
+  </div>
+</div>
+    
+    
+      
+      
+        <label class="md-header__button md-icon" for="__search">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        </label>
+        <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
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+<h1 id="upscale">Upscale</h1>
+<p><code>operators/upscale.py</code> 从 Image Empty 或当前 Shader Image Texture 生成 2× 结果，源图长边必须小于 Maximum AI Input Size。</p>
+<pre class="mermaid"><code>flowchart TD
+    A[检查源图尺寸并冻结模型设置] --&gt; B[准备图片输入]
+    B --&gt; C[upscale-image 单张处理]
+    C --&gt; D[分块执行 4× RGB 推理]
+    D --&gt; E[统一缩放为源图 2×]
+    E --&gt; F[原 Alpha 独立 Lanczos 缩放]
+    F --&gt; G[ImageEditTarget 应用结果并提交 Undo]</code></pre>
+<p><code>server/models/upscale.py</code> 处理输入上限和最终尺寸，<code>onnx_upscale.py</code> 执行 Real-ESRGAN 与 HAT 模型。ModelManager 管理 Session；Provider 资源错误会释放当前 Session 并返回处理建议。</p>
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+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        </label>
+        <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../runtime/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        深度与法线协议
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        颜色与图像编辑
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../operators/" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/rectify/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
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+      
+        <li class="md-nav__item">
+  <a href="#_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        深度与法线协议
+      
+    </span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#_2" class="md-nav__link">
+    <span class="md-ellipsis">
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+        颜色与图像编辑
+      
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+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="job">Job 产物</h1>
+<p>Server 将结果写入 Job 目录，返回以相对文件名为值的字典。Blender 主线程通过 JobResult 读取文件，创建或更新 Image、Mesh、Material 和 Object。</p>
+<table>
+<thead>
+<tr>
+<th>Job</th>
+<th>文件</th>
+<th>消费方</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td><code>remove-background</code></td>
+<td><code>foreground.png</code> 或 <code>alpha.npy</code></td>
+<td>ImageEditTarget 或 HDR Alpha 编辑</td>
+</tr>
+<tr>
+<td><code>upscale-image</code></td>
+<td><code>upscale.png</code></td>
+<td>图像替换</td>
+</tr>
+<tr>
+<td><code>generate-depth-plane-geometry</code></td>
+<td><code>depth.exr</code>、<code>depth.json</code> 和法线</td>
+<td>Depth / Relief Plane</td>
+</tr>
+<tr>
+<td><code>generate-cutout-artifacts</code></td>
+<td>按请求提供深度、元数据和法线</td>
+<td>Cutout</td>
+</tr>
+<tr>
+<td><code>generate-panorama-geometry</code></td>
+<td><code>depth.exr</code>、<code>depth.json</code></td>
+<td>Panorama</td>
+</tr>
+</tbody>
+</table>
+<h2 id="_1">深度与法线协议</h2>
+<table>
+<thead>
+<tr>
+<th>返回字段</th>
+<th>内容</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td><code>depth</code></td>
+<td>float32 EXR，透视产物 RGB 保存相机空间 XYZ，Alpha 保存源 Alpha × 模型有效性</td>
+</tr>
+<tr>
+<td><code>depth_metadata</code></td>
+<td>JSON，包含 <code>image_size</code> 与 3×3 <code>intrinsics</code></td>
+</tr>
+<tr>
+<td><code>tangent_normal</code></td>
+<td><code>tangent-normal.png</code>，切线空间法线</td>
+</tr>
+<tr>
+<td><code>object_normal</code></td>
+<td><code>object-normal.png</code>，对象空间法线</td>
+</tr>
+</tbody>
+</table>
+<pre class="mermaid"><code>flowchart TD
+    A[源 RGB 与 Alpha] --&gt; B[限尺寸 RGB 推理]
+    B --&gt; C[GeometryFrame]
+    C --&gt; D[写出深度与法线]
+    A --&gt; E[源 Alpha 写入有效通道]
+    E --&gt; D
+    D --&gt; F[Blender 加载并 Pack]</code></pre>
+<p>参考深度由 <code>common/depth.py</code> 从产物计算：先按 Alpha 阈值和有限正深度筛选样本，剔除超过样本中位数 1.1 倍的远处背景，再取 95 分位数；无可用样本时返回基准值。加载后设置 Non-Color 和 CHANNEL_PACKED。Depth Plane 使用对象空间法线，Relief Plane 使用切线空间法线。</p>
+<p>Panorama 的 EXR RGB 保存径向距离，Alpha 保存源 Alpha 与融合有效性；元数据包含 <code>projection: equirectangular</code> 和 <code>image_size</code>。</p>
+<h2 id="_2">颜色与图像编辑</h2>
+<p><code>common/color_image.py</code> 为 Plane、Panorama 和 Cutout 准备独立的材质颜色与 AI 分析输入。Cutout 使用 Selection bounds 内的源图；网格创建时组合源 Alpha 与 SelectionMask。颜色分辨率与分析尺寸分别处理。</p>
+<p><code>ImageEditTarget</code> 统一 Image Empty 和 Shader Image Texture 的编辑目标及共享引用。HDR 去背景通过 <code>HdrBackgroundInput</code> 保留 Blender 浮点 RGB，并应用 Server 返回的连续 Alpha。</p>
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+      <ul class="md-select__list">
+        
+          <li class="md-select__item">
+            <a href="../../../internals/runtime/" hreflang="zh" class="md-select__link">
+              中文
+            </a>
+          </li>
+        
+          <li class="md-select__item">
+            <a href="./" hreflang="en" class="md-select__link">
+              English
+            </a>
+          </li>
+        
+      </ul>
+    </div>
+  </div>
+</div>
+    
+    
+      
+      
+        <label class="md-header__button md-icon" for="__search">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        </label>
+        <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
+        
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+      
+    
+    
+      <div class="md-header__source">
+        <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+    
+      
+<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
+  <div class="md-grid">
+    <ul class="md-tabs__list">
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  AnyImage
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+  
+    
+    
+      <li class="md-tabs__item">
+        <a href="../../getting-started/installation/" class="md-tabs__link">
+          
+  
+  
+    
+  
+  开始使用
+
+        </a>
+      </li>
+    
+  
+
+      
+        
+  
+  
+  
+    
+  
+  
+    
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../" class="md-tabs__link">
+          
+  
+  
+    
+  
+  内部实现
+
+        </a>
+      </li>
+    
+  
+
+      
+    </ul>
+  </div>
+</nav>
+    
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+
+<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="../../" title="AnyImage 文档" class="md-nav__button md-logo" aria-label="AnyImage 文档" data-md-component="logo">
+      
+  <img src="../../../assets/logo.png" alt="logo">
+
+    </a>
+    AnyImage 文档
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://git.omoolab.xyz/icrdr/AnyImage" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.1.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
+  </div>
+  <div class="md-source__repository">
+    OmooLab/AnyImage
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AnyImage
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_1">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    AnyImage
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+  
+  
+    
+    
+      
+        
+      
+    
+    
+    
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
+        
+          
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    开始使用
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开始使用
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../getting-started/installation/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    安装与首次配置
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+    
+      
+      
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+        
+        
+      
+      
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" checked>
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    内部实现
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3" id="__nav_3_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    内部实现
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../architecture/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    程序架构
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../common/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Common 公共函数
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    
+    
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" checked>
+        
+          
+          <label class="md-nav__link" for="__nav_3_4" id="__nav_3_4_label" tabindex="">
+            
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    基础设施
+  
+
+    
+  </span>
+  
+  
+
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_3_4">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    基础设施
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+                
+  
+  
+    
+  
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job Runtime 与 Server
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        模型与缓存
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../outputs/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Job 产物
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+          </ul>
+        </nav>
+      
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    
+    
+      
+        
+          
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+        
+      
+    
+    
+    
+      
+      
+        
+          
+          
+        
+      
+    
+    
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+      
+        
+        
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" >
+        
+          
+          <div class="md-nav__link md-nav__container">
+            <a href="../operators/" class="md-nav__link ">
+              
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Operators
+  
+
+    
+  </span>
+  
+  
+
+            </a>
+            
+              
+              <label class="md-nav__link " for="__nav_3_5" id="__nav_3_5_label" tabindex="">
+                <span class="md-nav__icon md-icon"></span>
+              </label>
+            
+          </div>
+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_5">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    Operators
+  
+
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+            
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/ai-setup/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    AI 环境管理
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/clipboard-image/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Clipboard Image
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-plane/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Plane
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/convert-to-panorama/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Convert to Panorama
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/cutout-tool/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Cutout Tool
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/frame/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Frame
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/mask/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Mask
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
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+    <li class="md-nav__item">
+      <a href="../operators/rectify/" class="md-nav__link">
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+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+              
+            
+              
+                
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/remove-background/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Remove Background
+  
+
+    
+  </span>
+  
+  
+
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+    </li>
+  
+
+              
+            
+              
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+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../operators/upscale/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    Upscale
+  
+
+    
+  </span>
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+    </li>
+  
+
+              
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+          </ul>
+        </nav>
+      
+    </li>
+  
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+        
+      
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+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
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+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_6" >
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+          <label class="md-nav__link" for="__nav_3_6" id="__nav_3_6_label" tabindex="">
+            
+  
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+  <span class="md-ellipsis">
+    
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+  
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+        
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_6_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3_6">
+            <span class="md-nav__icon md-icon"></span>
+            
+  
+    开发维护
+  
+
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+          <ul class="md-nav__list" data-md-scrollfix>
+            
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+    <li class="md-nav__item">
+      <a href="../development/" class="md-nav__link">
+        
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+      <a href="../node-assets/" class="md-nav__link">
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+  
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+  
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+  
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+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#_1" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        模型与缓存
+      
+    </span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+
+<h1 id="job-runtime-server">Job Runtime 与 Server</h1>
+<p><code>runtime.py</code> 配置 BlendJob <code>JobRuntime</code> 和独立 Python 3.12 Environment。<code>server/app.py</code> 注册 Job，<code>model_manager.py</code> 管理模型文件与缓存 Session。</p>
+<pre class="mermaid"><code>flowchart TD
+    A[Operator request] --&gt; B[JobRuntime 队列]
+    B --&gt; C[Server Job 调用媒体与模型模块]
+    C --&gt; D[写入 Job 目录]
+    D --&gt; E[主线程 response 导入结果]</code></pre>
+<table>
+<thead>
+<tr>
+<th>Job</th>
+<th>实现与用途</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td><code>download-model</code>、<code>download-required-models</code></td>
+<td><code>app.py</code> 下载单个或缺失模型</td>
+</tr>
+<tr>
+<td><code>remove-background</code></td>
+<td><code>jobs/remove_background.py</code> 生成透明前景或连续 Alpha</td>
+</tr>
+<tr>
+<td><code>upscale-image</code></td>
+<td><code>jobs/upscale.py</code> 生成 2× 图像</td>
+</tr>
+<tr>
+<td><code>generate-depth-plane-geometry</code></td>
+<td><code>jobs/depth_plane.py</code> 生成深度、元数据和法线</td>
+</tr>
+<tr>
+<td><code>generate-cutout-artifacts</code></td>
+<td><code>jobs/cutout.py</code> 按请求生成深度和法线</td>
+</tr>
+<tr>
+<td><code>generate-panorama-geometry</code></td>
+<td><code>jobs/panorama.py</code> 生成全景径向深度</td>
+</tr>
+</tbody>
+</table>
+<p><code>media/</code> 校验输入图片并限制分析尺寸，Server 只处理静态图片。Job 在阶段边界检查取消，通过 <code>context.progress()</code> 返回进度，Operator 清理 Blender 导出的临时输入。</p>
+<p><code>geometry/prediction_artifacts.py</code> 缩放源 RGB 后运行一次 MoGe，将同一预测交给深度、法线和元数据写入器；源 Alpha 写入深度与法线产物的有效通道。参考深度由 Blender 侧按产物 Alpha 计算，文件协议见 <a href="../outputs/">Job 产物</a>。</p>
+<h2 id="_1">模型与缓存</h2>
+<table>
+<thead>
+<tr>
+<th>用途</th>
+<th>模型</th>
+<th>Session 分类</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Depth 与 Normal</td>
+<td>MoGe-2 ViT-S / ViT-B Normal、MoGe-3 ViT-L</td>
+<td>geometry</td>
+</tr>
+<tr>
+<td>Remove Background</td>
+<td>BiRefNet Lite、BEN2、BiRefNet HR Matting</td>
+<td>background</td>
+</tr>
+<tr>
+<td>Upscale</td>
+<td>Real-ESRGAN WDN、Real-ESRGAN x4plus、HAT Sharper</td>
+<td>upscale</td>
+</tr>
+</tbody>
+</table>
+<p><code>model_catalog.py</code> 声明文件来源、许可、大小和 SHA-256；<code>model_download.py</code> 下载并校验。ModelManager 按模型路径和设备缓存 Session，切换模型或设备时释放对应类别。Clear Models 或关闭 Server 时释放已加载资源。</p>
+<p>首次安装通过 <code>post_install()</code> 下载默认 MoGe-2 ViT-S Normal、BiRefNet Lite 与 Real-ESRGAN General WDN x4v3。Storage Root 默认 <code>~/.anyimage</code>，保存环境、模型、Job 产物和日志。设置入口见 <a href="../operators/ai-setup/">AI 环境管理</a>。</p>
+
+
+
+
+
+
+
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+    
+      
+      <nav class="md-footer__inner md-grid" aria-label="Footer" >
+        
+          
+          <a href="../common/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Common 公共函数">
+            <div class="md-footer__button md-icon">
+              
+              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
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diff --git a/1.0.x/getting-started/installation/index.html b/1.0.x/getting-started/installation/index.html
index 22f8edd..3530b1d 100755
--- a/1.0.x/getting-started/installation/index.html
+++ b/1.0.x/getting-started/installation/index.html
@@ -22,9 +22,13 @@
       
       
         
+          <link rel="alternate" href="./" hreflang="zh">
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+          <link rel="alternate" href="../../en/getting-started/installation/" hreflang="en">
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+      <link rel="icon" href="../../assets/images/favicon.png">
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diff --git a/1.0.x/index.html b/1.0.x/index.html
index 015264a..1804205 100755
--- a/1.0.x/index.html
+++ b/1.0.x/index.html
@@ -20,9 +20,13 @@
       
       
         
+          <link rel="alternate" href="/anyimage/1.0.x/" hreflang="zh">
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     <div class="md-copyright__highlight">
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+      Copyright &copy; 2020 - 2024 Omoolab
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diff --git a/1.0.x/internals/architecture/index.html b/1.0.x/internals/architecture/index.html
index 4724468..8cba4b8 100755
--- a/1.0.x/internals/architecture/index.html
+++ b/1.0.x/internals/architecture/index.html
@@ -22,9 +22,13 @@
       
       
         
+          <link rel="alternate" href="./" hreflang="zh">
+        
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\u62d6\u5165 Blender \u5b89\u88c5 Linux \u2013 71.0\u00a0MB \u2026\u6216\u4e0b\u8f7d\u540e\u901a\u8fc7 Install from Disk \u5b89\u88c5"},{"location":"getting-started/installation/","title":"\u5b89\u88c5\u4e0e\u9996\u6b21\u914d\u7f6e","text":"<p>\u9875\u9762\u4f1a\u6309\u5f53\u524d\u7cfb\u7edf\u663e\u793a\u5bf9\u5e94\u7684\u5b89\u88c5\u5305\uff0c\u6309\u4f4f\u6309\u94ae\u62d6\u5230 Blender \u7a97\u53e3\u4efb\u610f\u4f4d\u7f6e\u5373\u53ef\u5b89\u88c5\u3002\u9996\u6b21\u62d6\u5165\u4f1a\u63d0\u793a\u6dfb\u52a0 AnyImage \u6269\u5c55\u4ed3\u5e93\uff0c\u786e\u8ba4\u540e\u91cd\u65b0\u62d6\u5165\u4e00\u6b21\uff0c\u4e4b\u540e\u5347\u7ea7\u540c\u6837\u76f4\u63a5\u62d6\u5165\u3002</p> \u62d6\u5165 Blender \u5b89\u88c5 Windows \u2013 78.3\u00a0MB \u2026\u6216\u4e0b\u8f7d\u540e\u901a\u8fc7 Install from Disk \u5b89\u88c5 \u62d6\u5165 Blender \u5b89\u88c5 macOS - Apple Silicon \u2013 57.5\u00a0MB \u2026\u6216\u4e0b\u8f7d\u540e\u901a\u8fc7 Install from Disk \u5b89\u88c5 \u62d6\u5165 Blender \u5b89\u88c5 Linux \u2013 71.0\u00a0MB \u2026\u6216\u4e0b\u8f7d\u540e\u901a\u8fc7 Install from Disk \u5b89\u88c5"},{"location":"getting-started/installation/#_2","title":"\u68c0\u67e5\u6269\u5c55\u504f\u597d\u8bbe\u7f6e","text":"<p>AnyImage \u7684\u6269\u5c55\u504f\u597d\u8bbe\u7f6e\u6309\u529f\u80fd\u5206\u7ec4\u3002Environment \u533a\u5305\u542b\uff1a</p> <ul> <li>Storage Root\uff1a\u4fdd\u5b58\u8fd0\u884c\u73af\u5883\u3001\u6a21\u578b\u548c\u4efb\u52a1\u6587\u4ef6\u7684\u4f4d\u7f6e\u3002\u9ed8\u8ba4\u662f\u7528\u6237\u76ee\u5f55\u4e0b\u7684 <code>.anyimage</code>\uff0c\u4e00\u822c\u65e0\u9700\u4fee\u6539\u3002</li> <li>Device\uff1a\u6b63\u5f0f\u8f6c\u6362\u4efb\u52a1\u4f7f\u7528\u7684\u8ba1\u7b97\u8bbe\u5907\u3002Apple Silicon Mac \u9ed8\u8ba4\u4f7f\u7528 CPU\uff0cWindows \u9ed8\u8ba4\u4f7f\u7528 DirectML\uff1b\u4e5f\u53ef\u624b\u52a8\u9009\u62e9\u5176\u4ed6\u53ef\u7528\u8bbe\u5907\u3002</li> </ul> <p>macOS arm64 \u63d0\u4f9b CPU \u4e0e CoreML\u3002CoreML \u7531\u7cfb\u7edf\u5728 Apple CPU\u3001GPU \u4e0e Neural Engine \u4e4b\u95f4\u8c03\u5ea6\uff0c\u4e0d\u662f PyTorch MPS backend\uff0c\u4e5f\u4e0d\u8868\u793a\u53ea\u4f7f\u7528 GPU\uff1b\u5b83\u7684\u5b9e\u9645\u901f\u5ea6\u53d6\u51b3\u4e8e\u6a21\u578b\u3002</p> <p>Environment \u68c0\u6d4b\u540e\u663e\u793a Diagnostics\u3002Depth &amp; Normal\u3001Remove Background\u3001Upscale \u4e0e Cutout \u662f\u9ed8\u8ba4\u5c55\u5f00\u7684\u53ef\u6298\u53e0\u529f\u80fd\u533a\uff0c\u5404\u81ea\u5305\u542b\u5bf9\u5e94\u8bbe\u7f6e\u548c\u6a21\u578b\u72b6\u6001\u3002\u5176\u4e2d\uff1a</p> <ul> <li>Default Upscale Model\uff1aUpscale \u4f7f\u7528\u7684\u6a21\u578b\uff0c\u9ed8\u8ba4\u662f General WDN x4v3\u3002</li> <li>Maximum AI Input Size\uff1aUpscale\u3001Depth \u4e0e Normal Map \u7684 AI \u8f93\u5165\u957f\u8fb9\u4e0a\u9650\uff0c\u9ed8\u8ba4 2048 px\uff1b\u989c\u8272\u8d34\u56fe\u4fdd\u7559\u539f\u59cb\u5206\u8fa8\u7387\u3002</li> <li>Maximum Cutout Mesh Resolution\uff1a\u6240\u6709 Cutout Shape \u7684\u7f51\u683c\u91c7\u6837\u957f\u8fb9\u4e0a\u9650\uff0c\u9ed8\u8ba4 1024\uff0c\u72ec\u7acb\u4e8e AI \u8f93\u5165\u5c3a\u5bf8\u3002</li> </ul> <p>Depth &amp; Normal \u63d0\u4f9b\u4e09\u6863 MoGe-2\uff0cDepth Plane \u4e0e Cutout Depth / Normal Map \u5171\u7528\u5f53\u524d\u9009\u62e9\u3002\u53ef\u9009\u6a21\u578b\u7684 Ready \u72b6\u6001\u6216 Download \u6309\u94ae\u4f4d\u4e8e\u9009\u62e9\u9879\u4e0b\u65b9\uff1bCutout \u533a\u63d0\u4f9b\u72ec\u7acb\u7f51\u683c\u4e0a\u9650\u4e0e Balloon Profile\u3002</p> <p>\u5982\u679c\u51c6\u5907\u628a Storage Root \u653e\u5230\u5176\u4ed6\u78c1\u76d8\uff0c\u5efa\u8bae\u5728\u9996\u6b21\u5b89\u88c5 Environment \u4e4b\u524d\u4fee\u6539\u3002\u66f4\u6362\u76ee\u5f55\u540e\uff0c\u65e7\u76ee\u5f55\u4e2d\u7684\u73af\u5883\u548c\u6a21\u578b\u4e0d\u4f1a\u81ea\u52a8\u79fb\u52a8\u3002</p>"},{"location":"getting-started/installation/#ai-environment","title":"\u914d\u7f6e AI Environment","text":"<p>\u9009\u4e2d Image Empty\uff0c\u5728\u53f3\u952e AnyImage \u5b50\u83dc\u5355\u4e2d\u70b9\u51fb Set Up AI Environment\u2026\uff1b\u4e5f\u53ef\u4ee5\u5728 AnyImage \u6269\u5c55\u504f\u597d\u8bbe\u7f6e\u4e2d\u70b9\u51fb\u540c\u540d\u6309\u94ae\u3002</p> <p>\u786e\u8ba4\u5b89\u88c5\u524d\uff0c\u5bf9\u8bdd\u6846\u4f1a\u8bf4\u660e\u4ee5\u4e0b\u5185\u5bb9\uff1a</p> <ul> <li>\u5b89\u88c5\u72ec\u7acb Python\u3001ONNX Runtime \u4e0e\u652f\u6301\u5305\uff0c\u5e76\u4e0b\u8f7d MoGe-2 ViT-S Normal\u3001BEN2 Base \u548c Real-ESRGAN General WDN x4v3\u3002</li> <li>\u9ed8\u8ba4\u6a21\u578b\u5408\u8ba1\u7ea6 360 MB\uff1b\u8fde\u540c Environment \u9884\u8ba1\u9700\u8981\u7ea6 600 MB \u4e0b\u8f7d\u91cf\u548c\u7ea6 1 GB \u78c1\u76d8\u7a7a\u95f4\u3002</li> <li>\u6839\u636e\u7f51\u7edc\u901f\u5ea6\uff0c\u9996\u6b21\u5b89\u88c5\u901a\u5e38\u9700\u8981 5\u201320 \u5206\u949f\u3002</li> <li>Use Mirror \u53ea\u8ba9 uv\u3001Python \u548c Python \u5305\u4f7f\u7528\u56fd\u5185\u955c\u50cf\uff1b\u6a21\u578b\u4e0b\u8f7d\u6e90\u4fdd\u6301\u4e0d\u53d8\u3002</li> </ul> <p>\u5b89\u88c5\u8fc7\u7a0b\u4e2d\u8bf7\u4fdd\u6301 Blender \u6253\u5f00\u3002\u72b6\u6001\u680f\u4f1a\u663e\u793a\u5f53\u524d\u9636\u6bb5\u3001\u8fdb\u5ea6\u548c\u4e0b\u8f7d\u901f\u5ea6\u3002</p> <p>\u5982\u679c Environment \u5df2\u5b89\u88c5\u4f46\u4efb\u4e00\u9ed8\u8ba4\u6a21\u578b\u7f3a\u5931\uff0c\u5165\u53e3\u4f1a\u6539\u4e3a Download Required Models\u2026\uff1b\u5bf9\u8bdd\u6846\u5217\u51fa\u7f3a\u5931\u6a21\u578b\u548c\u4e0b\u8f7d\u4f53\u79ef\uff0c\u786e\u8ba4\u540e\u53ea\u4e0b\u8f7d\u7f3a\u5931\u6a21\u578b\uff0c\u4e0d\u4f1a\u91cd\u88c5 Environment \u6216\u91cd\u590d\u4e0b\u8f7d\u5df2\u5c31\u7eea\u5185\u5bb9\u3002</p>"},{"location":"getting-started/installation/#_3","title":"\u786e\u8ba4\u5b89\u88c5\u5b8c\u6210","text":"<p>\u5b8c\u6210\u540e\u53ef\u4ee5\u7528\u4ee5\u4e0b\u65b9\u5f0f\u786e\u8ba4\uff1a</p> <ul> <li>AnyImage \u6269\u5c55\u504f\u597d\u8bbe\u7f6e\u4e2d\u7684 MoGe-2 ViT-S Normal\u3001BEN2 Base \u548c Real-ESRGAN General WDN x4v3 \u663e\u793a Ready\u3002</li> <li>\u9009\u4e2d Image Empty \u540e\uff0c\u53f3\u952e\u83dc\u5355\u5e95\u90e8\u663e\u793a AI Environment Settings\u2026\u3002</li> </ul> <p>\u70b9\u51fb Convert to Depth Plane\u3001Remove Background \u6216 Upscale \u65f6\uff0cAnyImage \u4f1a\u6839\u636e\u72b6\u6001\u8fdb\u5165 Set Up AI Environment\u2026 \u6216 Download Required Models\u2026\u3002\u666e\u901a Plane\u3001Image \u7f16\u8f91\u548c\u57fa\u7840 Cutout Surface / Balloon \u76f4\u63a5\u5728 Blender \u4e2d\u6267\u884c\u3002</p>"},{"location":"getting-started/installation/#_4","title":"\u4e0b\u4e00\u6b65","text":"<p>\u7ee7\u7eed\u9605\u8bfb\u4e94\u5206\u949f\u4e0a\u624b\uff0c\u7528\u4e00\u5f20\u56fe\u7247\u5b8c\u6210\u7b2c\u4e00\u6b21\u8f6c\u6362\u3002</p>"},{"location":"internals/","title":"\u5185\u90e8\u5b9e\u73b0\u603b\u89c8","text":"<p>AnyImage \u5728 Blender \u4e3b\u7ebf\u7a0b\u5904\u7406\u4ea4\u4e92\u3001\u50cf\u7d20\u7f16\u8f91\u548c\u6570\u636e\u521b\u5efa\uff0c\u901a\u8fc7 BlendJob \u628a\u6a21\u578b\u63a8\u7406\u4ea4\u7ed9\u72ec\u7acb Job Server\u3002</p> \u4e3b\u9898 \u5bf9\u5e94\u804c\u8d23 \u7a0b\u5e8f\u67b6\u6784 \u8fdb\u7a0b\u3001\u6ce8\u518c\u3001\u914d\u7f6e\u4e0e\u4e3b\u7ebf\u7a0b\u8fb9\u754c Common Blender \u4fa7\u56fe\u50cf\u3001\u624b\u52bf\u3001\u51e0\u4f55\u4e0e AI \u516c\u5171\u80fd\u529b Runtime \u4e0e Server Environment\u3001Job\u3001\u6a21\u578b\u4e0b\u8f7d\u4e0e Session \u751f\u547d\u5468\u671f Job \u4ea7\u7269 \u6587\u4ef6\u534f\u8bae\u3001\u76f8\u673a\u5750\u6807\u548c Blender \u6d88\u8d39\u65b9\u5f0f Operator \u7d22\u5f15 \u6309\u5b9e\u9645\u7528\u6237\u529f\u80fd\u67e5\u627e\u5b9e\u73b0 \u8282\u70b9\u8d44\u4ea7 \u8d44\u4ea7\u3001\u6e90\u7801\u804c\u8d23\u3001\u6784\u5efa\u548c\u9a8c\u8bc1 \u5f00\u53d1\u4e0e\u53d1\u5e03 \u6d4b\u8bd5\u7ec4\u7ec7\u3001\u5de5\u5177\u547d\u4ee4\u4e0e\u53d1\u5e03\u6d41\u7a0b <p>\u6e90\u7801\u4f4d\u4e8e <code>src/anyimage/</code>\uff0c\u5f00\u53d1\u5de5\u5177\u4f4d\u4e8e <code>tools/</code>\uff0c\u81ea\u52a8\u5316\u6d4b\u8bd5\u4f4d\u4e8e <code>tests/</code>\u3002\u6269\u5c55\u7ea7\u8bbe\u7f6e\u7531 <code>preferences.py</code> \u5b9a\u4e49\uff0c\u8fd0\u884c\u65f6\u8d44\u6e90\u7531 <code>runtime.py</code> \u63a5\u5165 BlendJob\u3002</p>"},{"location":"internals/architecture/","title":"\u7a0b\u5e8f\u67b6\u6784","text":"\u6a21\u5757 \u804c\u8d23 <code>__init__.py</code> \u6ce8\u518c\u7c7b\u578b\u3001\u5de5\u5177\u3001\u83dc\u5355\u3001\u5feb\u6377\u952e\u4e0e Runtime <code>menu.py</code>\u3001<code>panel.py</code> Image Empty \u4e0e Shader Image Texture \u4e0a\u4e0b\u6587\u83dc\u5355\u4e0e Job Server \u9762\u677f <code>preferences.py</code> \u6269\u5c55\u8bbe\u7f6e\u53ca\u8bfb\u53d6\u5165\u53e3 <code>properties.py</code> Scene \u624b\u52bf\u72b6\u6001\u3001\u6a21\u578b\u72b6\u6001\u67e5\u8be2\u3001\u679a\u4e3e\u4e0e Operator \u5c5e\u6027\u6784\u9020 <code>common/</code> Blender \u4fa7\u516c\u5171\u80fd\u529b <code>operators/</code> \u4ea4\u4e92\u3001\u4efb\u52a1\u53c2\u6570\u3001\u7ed3\u679c\u5bfc\u5165\u548c Undo <code>server/</code> \u72ec\u7acb\u73af\u5883\u5185\u7684\u5a92\u4f53\u5904\u7406\u3001\u63a8\u7406\u548c\u4ea7\u7269\u5199\u51fa"},{"location":"internals/architecture/#_2","title":"\u6ce8\u518c\u4e0e\u914d\u7f6e","text":"<p>\u6ce8\u9500\u5148\u5173\u95ed Runtime\u3001\u5feb\u6377\u952e\u4e0e\u5de5\u5177\uff0c\u518d\u79fb\u9664\u83dc\u5355\u548c Scene \u5c5e\u6027\uff0c\u6309 <code>CLASSES</code> \u9006\u5e8f\u6ce8\u9500\u7c7b\u578b\u3002\u8bbe\u5907\u3001\u5b58\u50a8\u76ee\u5f55\u3001\u6a21\u578b\u3001\u6750\u8d28\u663e\u793a\u9002\u914d\u548c\u529f\u80fd\u4e0a\u9650\u7edf\u4e00\u901a\u8fc7 <code>preferences.py</code> \u8bfb\u53d6\u3002</p> <p>Maximum AI Input Size \u9650\u5236\u6a21\u578b\u5206\u6790\u8f93\u5165\u548c Upscale \u53ef\u63d0\u4ea4\u6e90\u56fe\u7684\u957f\u8fb9\uff1bMaximum Frame Resolution \u9650\u5236 Frame \u8f93\u51fa\u957f\u8fb9\uff1bMinimum Relative Edge Length \u4e0e Boundary Padding \u63a7\u5236 Cutout \u7684\u7f51\u683c\u5bc6\u5ea6\u548c\u8f6e\u5ed3\u8fb9\u754c\u91c7\u6837\u3002</p>"},{"location":"internals/architecture/#_3","title":"\u6267\u884c\u8fb9\u754c","text":"<pre><code>flowchart TD\n    A[Operator \u5728\u4e3b\u7ebf\u7a0b\u8bfb\u53d6 Blender \u6570\u636e] --&gt; B[\u51c6\u5907\u8f93\u5165\u6587\u4ef6]\n    B --&gt; C[request \u8fd4\u56de\u666e\u901a\u5b57\u5178]\n    C --&gt; D[BlendJob \u961f\u5217\u6267\u884c Server Job]\n    D --&gt; E[\u6a21\u578b\u4e0e\u5a92\u4f53\u5904\u7406\u5199\u5165 Job \u76ee\u5f55]\n    E --&gt; F[\u4e3b\u7ebf\u7a0b response \u52a0\u8f7d\u7ed3\u679c]\n    F --&gt; G[\u63d0\u4ea4 Image \u6216 Object \u4fee\u6539\u53ca Undo]\n    G --&gt; H[\u6e05\u7406\u4e34\u65f6\u8f93\u5165]</code></pre> <p>Plane\u3001Frame\u3001Mask\u3001Rectify \u548c\u65e0\u9700 AI \u7684 Cutout \u5728 Blender \u5185\u6267\u884c\u3002Server \u7684 <code>jobs/</code> \u7f16\u6392\u4efb\u52a1\uff0c<code>models/</code> \u8d1f\u8d23\u6a21\u578b\u9002\u914d\uff0c<code>geometry/</code> \u5904\u7406\u6df1\u5ea6\u4e0e\u6cd5\u7ebf\u4ea7\u7269\u3002Server \u6a21\u5757\u901a\u8fc7\u5185\u90e8\u76f8\u5bf9\u5bfc\u5165\u5171\u4eab\u80fd\u529b\uff0cBlender \u4fa7\u901a\u8fc7 <code>common/</code> \u590d\u7528\u3002</p> <p>MoGe-2 \u4e0e MoGe-3 \u8f93\u51fa\u7edf\u4e00\u4e3a <code>GeometryFrame</code>\uff1a\u5305\u542b Depth\u3001Validity\u3001Intrinsics\uff0c\u4ee5\u53ca\u6309\u9700\u63d0\u4f9b\u7684 Normal \u548c Points\u3002\u4ea7\u7269\u5199\u5165\u5668\u6d88\u8d39\u540c\u4e00\u4e2a Frame\uff0c\u4fdd\u6301\u6df1\u5ea6\u3001\u6cd5\u7ebf\u548c\u76f8\u673a\u6570\u636e\u4e00\u81f4\u3002\u53c2\u89c1 Runtime \u4e0e \u4ea7\u7269\u534f\u8bae\u3002</p>"},{"location":"internals/common/","title":"Blender \u516c\u5171\u80fd\u529b","text":"<p><code>src/anyimage/common/</code> \u6309\u4e1a\u52a1\u804c\u8d23\u63d0\u4f9b\u516c\u5171\u51fd\u6570\uff0c\u8c03\u7528\u65b9\u4ece\u5bf9\u5e94\u6a21\u5757\u76f4\u63a5\u5bfc\u5165\u3002</p> \u6a21\u5757 \u804c\u8d23\u4e0e\u4e3b\u8981\u5165\u53e3 <code>ai.py</code> \u73af\u5883\u548c\u6a21\u578b\u5c31\u7eea\u68c0\u67e5\u3001\u8f93\u5165\u8def\u5f84\u6821\u9a8c\u3001<code>production_device()</code>\u3001<code>moge2_parameters()</code> \u4e0e\u5b89\u88c5 UI <code>image.py</code> <code>image_rgba()</code>\u3001Image User \u5e27\u8bbe\u7f6e\u8bfb\u53d6\u3001Job \u8f93\u5165\u51c6\u5907\u3001\u50cf\u7d20\u91c7\u6837\u3001\u7ed3\u679c Image \u548c <code>replace_empty_image()</code> <code>color_image.py</code> \u6750\u8d28\u989c\u8272\u4e0e AI \u5206\u6790\u8f93\u5165\u7684\u51c6\u5907\u548c\u6e05\u7406 <code>hdr_image.py</code> HDR \u53bb\u80cc\u666f\u5206\u6790\u8f93\u5165\u53ca\u6d6e\u70b9\u989c\u8272\u4fdd\u7559 <code>image_target.py</code> Image Empty \u4e0e Shader Image Texture \u7f16\u8f91\u76ee\u6807 <code>selection.py</code> <code>SelectionPath</code>\u3001<code>SelectionMask</code>\u3001non-zero winding \u6805\u683c\u5316\u4e0e Alpha \u4fee\u6574 <code>viewport.py</code> \u539f\u751f\u70b9\u9009\u3001\u5c4f\u5e55\u6295\u5f71\u3001<code>ImageGesture</code>\u3001Lasso / Brush / Polyline \u4e0e Overlay <code>depth.py</code> \u6df1\u5ea6\u56fe\u7247\u548c\u5143\u6570\u636e\u52a0\u8f7d\u3001\u76f8\u673a\u5750\u6807\u4e0e\u663e\u793a\u8303\u56f4\u7684\u5c3a\u5ea6\u6362\u7b97 <code>material.py</code> Image Layer\u3001Normal\u3001Alpha\u3001Shadeless \u4e0e Depth \u6750\u8d28 <code>object.py</code> Modifier \u8f93\u5165\u8bbe\u7f6e\u4e0e\u7ed3\u679c\u5bf9\u8c61\u6fc0\u6d3b\u3001\u6e90\u5bf9\u8c61\u66ff\u6362 <code>node.py</code> <code>node_asset_path()</code> \u4e0e <code>load_node_group()</code>"},{"location":"internals/common/#_1","title":"\u56fe\u50cf\u751f\u547d\u5468\u671f","text":"<p>\u4e1a\u52a1\u50cf\u7d20\u91c7\u7528 Top-down RGBA\uff0c<code>image_pixels()</code> \u4f7f\u7528 Blender \u50cf\u7d20\u987a\u5e8f\u3002\u9884\u4e58\u91c7\u6837\u7528\u4e8e\u6295\u5f71\u63d2\u503c\uff1b\u6587\u4ef6\u6216 Packed \u56fe\u50cf\u7684\u4e1a\u52a1\u8bfb\u53d6\u4fdd\u7559\u9690\u85cf RGB\u3002<code>ImageEditTarget</code> \u6821\u9a8c\u76ee\u6807\u8eab\u4efd\u540e\u7ecf <code>replace_empty_image()</code> \u6216 <code>replace_texture_image()</code> \u63d0\u4ea4\uff1a\u672a\u5171\u4eab\u7684 Image \u539f\u5730\u66ff\u6362\u5185\u5bb9\uff0c\u5171\u4eab\u65f6\u6539\u7528\u65b0\u7684 Image \u6570\u636e\u5757\uff0c\u5931\u8d25\u65f6\u56de\u6eda\u6e90\u6570\u636e\u3002</p> <p><code>prepare_image_input()</code> \u8fd4\u56de\u8def\u5f84\u53ca\u4e34\u65f6\u6807\u8bb0\uff1b<code>cleanup_image_input()</code> \u4e0e\u521b\u5efa\u65b9\u914d\u5bf9\u3002<code>color_image.py</code> \u7684 <code>prepare_material_color_input()</code> \u51c6\u5907\u6750\u8d28\u989c\u8272\uff0c<code>material_analysis_input()</code> \u63d0\u4f9b\u5206\u6790\u8f93\u5165\uff1bCutout \u6309\u51e0\u4f55 bounds \u88c1\u5207\u3002</p>"},{"location":"internals/common/#selection","title":"\u624b\u52bf\u4e0e Selection","text":"<pre><code>flowchart TD\n    A[\u539f\u751f\u5bf9\u8c61\u70b9\u9009] --&gt; B[ImageGesture \u51bb\u7ed3\u6e90\u56fe\u4e0e\u4ea4\u4e92\u72b6\u6001]\n    B --&gt; C[\u5c4f\u5e55\u8def\u5f84\u4e0e Overlay]\n    C --&gt; D[\u63d0\u4ea4\u65f6\u6295\u5f71\u5230\u56fe\u7247\u7a7a\u95f4]\n    D --&gt; E[SelectionPath]\n    E --&gt; F[\u5c40\u90e8 non-zero winding \u6805\u683c\u5316]\n    F --&gt; G[SelectionMask values \u4e0e bounds]\n    G --&gt; H[Mask Alpha \u8fd0\u7b97\u6216 Cutout \u5185\u5bb9\u8f6e\u5ed3]</code></pre> <p>Brush \u7684\u5706\u5f62\u5370\u8bb0\u548c\u8fde\u63a5\u6761\u7531 <code>brush_footprint_polygons()</code> \u751f\u6210\uff0c\u4f9b\u9884\u89c8\u4e0e\u63d0\u4ea4\u5171\u7528\u3002\u62d6\u52a8\u65f6\u7ef4\u62a4\u5c4f\u5e55\u8def\u5f84\u4e0e\u5c40\u90e8 Overlay\uff0c\u63d0\u4ea4\u65f6\u751f\u6210\u8986\u76d6\u503c\u3002Mask\u3001Rectify \u4e0e Cutout \u7684\u7a7a\u547d\u4e2d\u4fdd\u7559 active Image Empty\uff1b\u70b9\u4e2d\u53e6\u4e00\u5bf9\u8c61\u65f6\u5b8c\u6210\u539f\u751f\u9009\u62e9\u3002</p>"},{"location":"internals/common/#_2","title":"\u6750\u8d28\u3001\u8282\u70b9\u4e0e\u5bf9\u8c61","text":"<p><code>create_image_material()</code> \u6309 Shadeless\u3001Normal \u548c Depth \u7ec4\u5408\u8282\u70b9\u3001\u8fde\u63a5\u989c\u8272\u4e0e Alpha\uff1b\u6750\u8d28\u663e\u793a\u9002\u914d\u8bfb\u53d6\u5f53\u524d Preferences\u3002<code>set_modifier_input()</code> \u6309\u5b9e\u9645 RNA \u8f93\u5165\u5f62\u5f0f\u8bbe\u7f6e\u503c\uff0c<code>finalize_object_result()</code> \u5b8c\u6210\u7ed3\u679c\u5bf9\u8c61\u6fc0\u6d3b\u548c\u6e90\u5bf9\u8c61\u5904\u7406\u3002Image \u66ff\u6362\u8def\u5f84\u4fdd\u7559 Empty \u7684\u77e9\u9635\u3001\u663e\u793a\u5c3a\u5bf8\u3001\u504f\u79fb\u548c Image User \u5e27\u8bbe\u7f6e\u3002</p> <p>Geometry Nodes \u4ece <code>src/anyimage/assets/O_AnyImage.blend</code> \u6309\u516c\u5f00\u540d\u79f0\u52a0\u8f7d\u3002\u6784\u5efa\u4e0e\u5e03\u5c40\u804c\u8d23\u89c1\u8282\u70b9\u8d44\u4ea7\uff0c\u6df1\u5ea6\u5b57\u6bb5\u89c1Job \u4ea7\u7269\u3002</p>"},{"location":"internals/development/","title":"\u5f00\u53d1\u4e0e\u53d1\u5e03","text":"<p>\u4ed3\u5e93\u4f7f\u7528 CPython 3.11 \u4e0e <code>bpy==4.5.3</code> \u6d4b\u8bd5 Blender \u4ee3\u7801\uff1bAI Server \u4f7f\u7528 <code>runtime.py</code> \u58f0\u660e\u7684\u72ec\u7acb Python 3.12 Environment\u3002</p> <pre><code>uv sync\nuv run pytest\n</code></pre>"},{"location":"internals/development/#_2","title":"\u6d4b\u8bd5\u7ec4\u7ec7","text":"\u6d4b\u8bd5\u8303\u56f4 \u6587\u4ef6 \u6269\u5c55\u6ce8\u518c\u3001\u8bbe\u7f6e\u3001\u5b89\u88c5\u548c Job \u4ea4\u4e92 <code>test_addon_registration.py</code>\u3001<code>test_preferences.py</code>\u3001<code>test_ai_setup.py</code>\u3001<code>test_job_operator.py</code> Frame\u3001Mask\u3001Rectify\u3001Plane\u3001Cutout \u5bf9\u5e94 <code>test_*_tool.py</code>\u3001<code>test_*_operators.py</code> \u4e0e\u5bf9\u8c61\u3001\u6295\u5f71\u3001\u7f51\u683c\u6d4b\u8bd5 \u56fe\u50cf\u8eab\u4efd\u3001Alpha\u3001\u6750\u8d28\u4e0e Undo \u56fe\u50cf\u7f16\u8f91\u96c6\u6210\u3001\u5171\u4eab\u66ff\u6362\u3001\u6750\u8d28\u9002\u914d\u4e0e Undo \u6d4b\u8bd5 Server <code>test_job_server.py</code>\u3001<code>test_server_jobs.py</code>\u3001<code>test_input_validation.py</code>\u3001<code>test_geometry_artifacts.py</code> \u6a21\u578b <code>test_model_manager.py</code>\u3001\u4e0b\u8f7d\u3001\u63a8\u7406\u4e0e\u5404 ONNX \u6a21\u578b\u6d4b\u8bd5 \u8282\u70b9\u8d44\u4ea7 \u5e03\u5c40\u4e0e\u63a5\u53e3\u7b49\u4ef7\u3001\u51e0\u4f55\u6c42\u503c\u3001Cutout \u4e0e\u4e34\u65f6\u5c5e\u6027\u6e05\u7406 \u5de5\u5177\u4e0e\u5305\u534f\u8bae \u6269\u5c55 Manifest\u3001\u6253\u5305\u3001\u6a21\u578b\u540c\u6b65\u4e0e\u8282\u70b9\u542f\u52a8\u5668 <p>Blender Stub \u5171\u7528 <code>tests/support/blender.py</code>\uff1bServer \u548c\u5b9e\u9645 Blender \u51e0\u4f55 fixture \u6309\u4f7f\u7528\u8303\u56f4\u5b58\u653e\u5728\u5bf9\u5e94 support \u6a21\u5757\u3002\u6d4b\u8bd5\u547d\u540d\u63cf\u8ff0\u529f\u80fd\u3001\u89e6\u53d1\u6761\u4ef6\u4e0e\u53ef\u89c2\u5bdf\u7ed3\u679c\u3002</p>"},{"location":"internals/development/#_3","title":"\u53d1\u5e03\u547d\u4ee4","text":"\u547d\u4ee4 \u804c\u8d23 <code>uv run pack</code> \u751f\u6210 Windows\u3001macOS arm64\u3001Linux \u6269\u5c55\u5305 <code>uv run pack --prepare</code> \u4e3a\u672c\u673a\u540c\u6b65\u6269\u5c55 wheel \u4e0e Manifest <code>uv run node-group build</code> \u6784\u5efa\u3001\u9a8c\u8bc1\u8282\u70b9\u8d44\u4ea7\u5e76\u8fd0\u884c\u6d4b\u8bd5 <code>uv run model sync</code> \u51c6\u5907\u3001\u6821\u9a8c\u5e76\u4e0a\u4f20\u6a21\u578b\u58f0\u660e\u7684\u6587\u4ef6 <code>uv run docs -dev</code> \u672c\u5730\u9884\u89c8\u6587\u6863 <code>uv run docs</code> \u901a\u8fc7 Mike \u53d1\u5e03\u9879\u76ee\u7248\u672c\u5e76\u66f4\u65b0 latest <p><code>tools/pack.py</code> \u4ece <code>pyproject.toml</code> \u8bfb\u53d6\u4f9d\u8d56\uff0c\u6309\u5e73\u53f0\u4e0e Blender Python \u7248\u672c\u89e3\u6790 wheel\uff0c\u4f7f\u7528 Blender \u63d0\u4f9b\u7684 NumPy\u3002\u4ea7\u7269\u547d\u540d\u4e3a <code>AnyImage.v&lt;version&gt;.&lt;platform&gt;.zip</code>\uff0c\u5199\u5165 <code>dist/</code>\u3002\u672c\u5730 BlendJob wheel \u5185\u5bb9\u53d8\u5316\u540e\u8fd0\u884c <code>uv lock --refresh</code>\uff0c\u5e76\u6838\u5bf9\u9501\u6587\u4ef6\u3001Manifest \u4e0e\u6253\u5305\u6d4b\u8bd5\u3002</p> <p><code>tools/models/cli.py</code> \u6839\u636e\u6a21\u578b\u76ee\u5f55\u9009\u62e9\u4e0a\u6e38 ONNX \u6216\u672c\u5730\u5bfc\u51fa\u6d41\u7a0b\uff1b<code>tools/models/exports.py</code> \u5904\u7406\u5bf9\u5e94 PyTorch \u6743\u91cd\u5bfc\u51fa\u3002\u6587\u4ef6\u6821\u9a8c\u4f9d\u636e\u58f0\u660e\u5927\u5c0f\u548c SHA-256\uff0c\u4e0a\u4f20\u4f7f\u7528\u9010\u6587\u4ef6\u590d\u5236\u3002<code>uv run model prepare</code> \u7528\u4e8e\u672c\u5730\u51c6\u5907\u3002</p>"},{"location":"internals/development/#ci","title":"CI \u4e0e\u6587\u6863\u5bfc\u822a","text":"<pre><code>flowchart TD\n    A[main push\u3001Pull Request \u6216\u624b\u52a8\u89e6\u53d1] --&gt; B[test.yml \u8fd0\u884c\u6d4b\u8bd5]\n    C[v \u524d\u7f00 Tag] --&gt; D[build.yml \u6d4b\u8bd5\u3001\u6253\u5305\u5e76\u53d1\u5e03 ZIP]\n    E[main \u6587\u6863\u8def\u5f84\u53d8\u5316\u6216\u624b\u52a8\u89e6\u53d1] --&gt; F[docs.yml \u6784\u5efa\u7ad9\u70b9\u5e76\u90e8\u7f72\u5230 Cloudflare Workers]</code></pre> <p>\u7ad9\u70b9\u5bfc\u822a\u7531 <code>mkdocs.yml</code> \u663e\u5f0f\u7ef4\u62a4\uff0c\u9875\u9762\u79fb\u52a8\u65f6\u540c\u6b65\u5bfc\u822a\u548c\u76f8\u5bf9\u94fe\u63a5\u3002\u8282\u70b9\u8d44\u4ea7\u7684\u811a\u672c\u804c\u8d23\u53ca\u68c0\u67e5\u5165\u53e3\u89c1\u8282\u70b9\u8d44\u4ea7\u3002</p>"},{"location":"internals/node-assets/","title":"\u8282\u70b9\u8d44\u4ea7","text":""},{"location":"internals/node-assets/#_2","title":"\u8d44\u4ea7\u6e05\u5355","text":"<p>\u8282\u70b9\u7ec4\u7531 <code>tools/nodes/groups/</code> \u4e2d\u7684\u6784\u5efa\u6a21\u5757\u5b9a\u4e49\u3002</p> \u8282\u70b9\u7ec4 \u6784\u5efa\u6a21\u5757 <code>O Image Plane</code> <code>image_plane.py</code> <code>O Image Depth Plane</code> <code>image_depth_plane.py</code> <code>O Image Relief Plane</code> <code>image_relief_plane.py</code> <code>O Image Cutout</code> <code>image_cutout.py</code> <code>O Image Depth Cutout</code> <code>image_depth_cutout.py</code> <code>O Image Cutout Symmetry</code> <code>image_cutout_symmetry.py</code> <code>O Image Layer</code> <code>image_layer.py</code> <code>O Image Depth Layer</code> <code>image_depth_layer.py</code> <code>O Shadeless</code> <code>shadeless.py</code> <code>O Image Depth Panorama</code> <code>image_depth_panorama.py</code>"},{"location":"internals/node-assets/#_3","title":"\u6784\u5efa\u8282\u70b9\u8d44\u4ea7","text":"<p>\u751f\u4ea7\u8282\u70b9\u7ec4\u7531 <code>uv run node-group build</code> \u6784\u5efa\u5230 <code>src/anyimage/assets/O_AnyImage.blend</code></p> <p>\u8282\u70b9\u7ec4\u89c4\u5219\uff1a</p> <ul> <li>\u5b57\u6bb5\u9ed8\u8ba4\u76f4\u63a5\u8fde\u63a5\uff0c\u591a\u4e2a\u6d88\u8d39\u8005\u53ef\u590d\u7528\u540c\u4e00\u8f93\u51fa\uff1b\u6309\u6d88\u8d39\u4f4d\u7f6e\u7684\u51e0\u4f55\u3001\u57df\u3001\u7c7b\u578b\u548c\u8f93\u5165\u5c5e\u6027\u7248\u672c\u9a8c\u8bc1\u6c42\u503c\u7b49\u4ef7\u6027</li> <li>\u6240\u6709\u51e0\u4f55\u8282\u70b9\u3001\u5d4c\u5957\u7ec4\u53ca\u6d4b\u8bd5\u8f85\u52a9\u56fe\u7981\u6b62\u4f7f\u7528 Capture Attribute\uff1b\u6784\u5efa\u5b9a\u4e49\u548c\u4fdd\u5b58\u8d44\u4ea7\u9012\u5f52\u68c0\u67e5 Capture \u4e3a\u96f6</li> <li>\u57df\u8f6c\u6362\u4f7f\u7528 Evaluate on Domain \u6216\u660e\u786e\u57df\u7684\u91c7\u6837\u8282\u70b9\u8868\u8fbe\uff1b\u8de8\u51e0\u4f55\u53d8\u5316\u4f18\u5148\u8c03\u6574\u6d88\u8d39\u987a\u5e8f\u6216\u5728\u6e90\u51e0\u4f55\u4e0a\u91c7\u6837\uff0c\u660e\u786e\u7d22\u5f15\u5bf9\u5e94\u5173\u7cfb</li> <li>Store Named Attribute \u7528\u4e8e\u5b9e\u9645\u547d\u540d\u534f\u8bae\u6216\u4ecd\u9700\u8de8\u51e0\u4f55\u53d8\u5316\u4fdd\u5b58\u7684\u6700\u5c11\u6570\u636e\uff0c\u9010\u9879\u660e\u786e\u540d\u79f0\u3001\u7c7b\u578b\u3001\u57df\u3001Selection\u3001\u5199\u5165\u9636\u6bb5\u3001\u6d88\u8d39\u8005\u53ca\u5fc5\u8981\u6027\uff1b\u5185\u90e8\u4e34\u65f6\u5c5e\u6027\u4f7f\u7528 <code>_o_</code> \u524d\u7f00\uff0c\u5728\u6700\u540e\u6d88\u8d39\u8005\u4e4b\u540e\u7528\u901a\u914d\u7b26 <code>_o_*</code> \u6e05\u7406\uff0c\u4fdd\u7559 UV\u3001\u7528\u6237\u5c5e\u6027\u548c\u5916\u90e8\u534f\u8bae\u5c5e\u6027\u3002\u6e05\u7406\u5fc5\u987b\u8d70 <code>remove_attribute_pattern</code>\uff1a\u6309\u7cbe\u786e\u540d\u79f0\u5220\u9664\u65f6\uff0c\u82e5\u67d0\u4e2a\u51e0\u4f55\u5206\u652f\u4ece\u672a\u5199\u5165\u8be5\u5c5e\u6027\uff0cRemove Named Attribute \u4f1a\u62a5\u51fa\u7f3a\u5931\u8b66\u544a</li> <li>Group Input \u6309\u533a\u57df\u91cd\u590d\u653e\u7f6e\uff0c\u901a\u8fc7\u5b57\u6bb5\u6392\u5217\u548c\u5fc5\u8981\u7684 Reroute \u4fdd\u6301\u8fde\u7ebf\u53ef\u8bfb\uff0c\u9690\u85cf\u672a\u4f7f\u7528\u8f93\u51fa\uff1b\u5b58\u50a8\u987b\u6709\u6570\u636e\u751f\u547d\u5468\u671f\u4f9d\u636e</li> <li>\u6784\u5efa\u9636\u6bb5\u901a\u8fc7\u660e\u786e\u7684\u8282\u70b9\u6216 socket \u5f15\u7528\u63a5\u7ebf</li> <li>\u4fdd\u7559\u8282\u70b9\u9ed8\u8ba4 <code>name</code> \u548c\u6807\u9898\uff0c\u4e0d\u7528 <code>label</code> \u8986\u76d6\uff0c\u4e0d\u7528 String \u8282\u70b9\u6ce8\u89e3\u3002Frame \u4ec5\u7528\u4e8e\u786e\u6709\u5305\u88f9\u8bed\u4e49\u7684\u533a\u57df</li> <li>\u5168\u63a5\u7ebf\u7684\u7b80\u5355\u6570\u5b66\u8fd0\u7b97\u53ef\u6298\u53e0\uff1b\u9700\u8981\u9605\u8bfb\u7684\u5e38\u6570\u3001\u8fd0\u7b97\u57df\u548c\u6a21\u5f0f\u4fdd\u6301\u53ef\u89c1</li> <li>\u6bd4\u8f83\u7edf\u4e00\u7528 Compare \u8282\u70b9\u5e76\u6309\u64cd\u4f5c\u6570\u6570\u636e\u7c7b\u578b\u9009\u62e9\u8f93\u5165\uff0c\u5e03\u5c14\u8fd0\u7b97\u7edf\u4e00\u7528 Boolean Math\uff0c\u4e0d\u7528 Math \u8282\u70b9\u505a\u6bd4\u8f83\u3001\u4e5f\u4e0d\u7528\u6570\u503c\u4e58\u6cd5\u4ee3\u66ff\u5e03\u5c14\u8fd0\u7b97\uff1b\u6750\u8d28\u6811\u4e0d\u652f\u6301\u8fd9\u4e24\u4e2a\u8282\u70b9\uff0c\u4ecd\u7528 Math</li> <li>\u4fee\u6539\u5668 Geometry Nodes \u7684\u8f93\u5165 socket \u9ed8\u8ba4\u4f7f\u7528 <code>SINGLE</code></li> <li>socket <code>subtype</code> \u6309\u4e1a\u52a1\u8bed\u4e49\u8bbe\u7f6e\uff1a\u957f\u5ea6\u7528 <code>DISTANCE</code>\uff0c<code>0\u20131</code> \u6bd4\u4f8b\u7528 <code>FACTOR</code>\uff0c<code>0\u2013100</code> \u7528 <code>PERCENTAGE</code>\uff1b\u65e0\u5bf9\u5e94\u8303\u56f4\u8bed\u4e49\u65f6\u4fdd\u7559\u9ed8\u8ba4</li> <li>\u63a5\u53e3\u6216\u5e03\u5c40\u53d8\u66f4\u987b\u9a8c\u8bc1 socket \u987a\u5e8f\u4e0e\u7ed3\u6784\u3001\u672a\u4f7f\u7528\u8f93\u51fa\u9690\u85cf\u53ca\u51e0\u4f55\u6c42\u503c\uff1b\u7eaf\u5e03\u5c40\u53d8\u66f4\u6bd4\u8f83\u8fd0\u7b97\u3001\u9ed8\u8ba4\u503c\u548c\u5b9e\u9645\u8fde\u63a5\uff0c\u786e\u8ba4\u529f\u80fd\u4e0d\u53d8</li> </ul>"},{"location":"internals/node-assets/#_4","title":"\u6784\u5efa\u8d44\u4ea7\u811a\u672c","text":"<p><code>tools/nodes/build.py</code> \u6309\u4f9d\u8d56\u987a\u5e8f\u6784\u5efa\u8d44\u4ea7\uff0c\u8c03\u7528 <code>arrangement/</code> \u7edf\u4e00\u6392\u5217\u51e0\u4f55\u8282\u70b9\u7ec4\u540e\u4fdd\u5b58\u3002<code>common/</code> \u63d0\u4f9b\u5171\u7528\u6784\u5efa\u51fd\u6570\uff1a<code>nodes.py</code> \u521b\u5efa\u63a5\u53e3\u4e0e\u8282\u70b9\uff0c<code>depth_surface.py</code>\u3001<code>cutout.py</code> \u7b49\u7ec4\u88c5\u51e0\u4f55\uff0c<code>shader.py</code> \u6784\u5efa\u6750\u8d28\u7740\u8272\u8282\u70b9\uff0c<code>material_slots.py</code> \u7ee7\u627f\u51e0\u4f55\u6750\u8d28\u69fd\uff1b<code>tools/nodes/preview/</code> \u5bfc\u51fa\u4ea4\u4e92\u9884\u89c8\u3002</p> <p>\u4fdd\u5b58\u540e\uff0c<code>check.py</code> \u5728\u72ec\u7acb Blender \u8fdb\u7a0b\u4e2d\u91cd\u65b0\u52a0\u8f7d\u8d44\u4ea7\u5e76\u505a\u57fa\u672c\u51e0\u4f55\u6c42\u503c\u3002\u63a5\u53e3\u3001\u9ed8\u8ba4\u503c\u548c\u8be6\u7ec6\u51e0\u4f55\u884c\u4e3a\u7531 <code>tests/</code> \u68c0\u67e5\u3002</p> <pre><code>uv run node-group build --blender \"/path/to/blender\"\nuv run node-group build --skip-tests\nuv run node-group check\nuv run node-group preview\n</code></pre> <p>\u811a\u672c\u6309 <code>--blender</code>\u3001\u73af\u5883\u53d8\u91cf <code>BLENDER_BIN</code>\u3001\u9879\u76ee <code>.env</code>\u3001<code>PATH</code> \u7684\u987a\u5e8f\u67e5\u627e Blender\u3002\u65e0\u6cd5\u81ea\u52a8\u627e\u5230\u65f6\uff0c\u5728\u9879\u76ee\u6839\u76ee\u5f55\u7684 <code>.env</code> \u4e2d\u914d\u7f6e\uff1a</p> <pre><code>BLENDER_BIN=\"/absolute/path/to/blender\"\n</code></pre>"},{"location":"internals/outputs/","title":"Job \u4ea7\u7269","text":"<p>Server \u5c06\u7ed3\u679c\u5199\u5165 Job \u76ee\u5f55\uff0c\u8fd4\u56de\u4ee5\u76f8\u5bf9\u6587\u4ef6\u540d\u4e3a\u503c\u7684\u5b57\u5178\u3002Blender \u4e3b\u7ebf\u7a0b\u901a\u8fc7 JobResult \u8bfb\u53d6\u6587\u4ef6\uff0c\u521b\u5efa\u6216\u66f4\u65b0 Image\u3001Mesh\u3001Material \u548c Object\u3002</p> Job \u6587\u4ef6 \u6d88\u8d39\u65b9 <code>remove-background</code> <code>foreground.png</code> \u6216 <code>alpha.npy</code> ImageEditTarget \u6216 HDR Alpha \u7f16\u8f91 <code>upscale-image</code> <code>upscale.png</code> \u56fe\u50cf\u66ff\u6362 <code>generate-depth-plane-geometry</code> <code>depth.exr</code>\u3001<code>depth.json</code> \u548c\u6cd5\u7ebf Depth / Relief Plane <code>generate-cutout-artifacts</code> \u6309\u8bf7\u6c42\u63d0\u4f9b\u6df1\u5ea6\u3001\u5143\u6570\u636e\u548c\u6cd5\u7ebf Cutout <code>generate-panorama-geometry</code> <code>depth.exr</code>\u3001<code>depth.json</code> Panorama"},{"location":"internals/outputs/#_1","title":"\u6df1\u5ea6\u4e0e\u6cd5\u7ebf\u534f\u8bae","text":"\u8fd4\u56de\u5b57\u6bb5 \u5185\u5bb9 <code>depth</code> float32 EXR\uff0c\u900f\u89c6\u4ea7\u7269 RGB \u4fdd\u5b58\u76f8\u673a\u7a7a\u95f4 XYZ\uff0cAlpha \u4fdd\u5b58\u6e90 Alpha \u00d7 \u6a21\u578b\u6709\u6548\u6027 <code>depth_metadata</code> JSON\uff0c\u5305\u542b <code>image_size</code> \u4e0e 3\u00d73 <code>intrinsics</code> <code>tangent_normal</code> <code>tangent-normal.png</code>\uff0c\u5207\u7ebf\u7a7a\u95f4\u6cd5\u7ebf <code>object_normal</code> <code>object-normal.png</code>\uff0c\u5bf9\u8c61\u7a7a\u95f4\u6cd5\u7ebf <pre><code>flowchart TD\n    A[\u6e90 RGB \u4e0e Alpha] --&gt; B[\u9650\u5c3a\u5bf8 RGB \u63a8\u7406]\n    B --&gt; C[GeometryFrame]\n    C --&gt; D[\u5199\u51fa\u6df1\u5ea6\u4e0e\u6cd5\u7ebf]\n    A --&gt; E[\u6e90 Alpha \u5199\u5165\u6709\u6548\u901a\u9053]\n    E --&gt; D\n    D --&gt; F[Blender \u52a0\u8f7d\u5e76 Pack]</code></pre> <p>\u53c2\u8003\u6df1\u5ea6\u7531 <code>common/depth.py</code> \u4ece\u4ea7\u7269\u8ba1\u7b97\uff1a\u5148\u6309 Alpha \u9608\u503c\u548c\u6709\u9650\u6b63\u6df1\u5ea6\u7b5b\u9009\u6837\u672c\uff0c\u5254\u9664\u8d85\u8fc7\u6837\u672c\u4e2d\u4f4d\u6570 1.1 \u500d\u7684\u8fdc\u5904\u80cc\u666f\uff0c\u518d\u53d6 95 \u5206\u4f4d\u6570\uff1b\u65e0\u53ef\u7528\u6837\u672c\u65f6\u8fd4\u56de\u57fa\u51c6\u503c\u3002\u52a0\u8f7d\u540e\u8bbe\u7f6e Non-Color \u548c CHANNEL_PACKED\u3002Depth Plane \u4f7f\u7528\u5bf9\u8c61\u7a7a\u95f4\u6cd5\u7ebf\uff0cRelief Plane \u4f7f\u7528\u5207\u7ebf\u7a7a\u95f4\u6cd5\u7ebf\u3002</p> <p>Panorama \u7684 EXR RGB \u4fdd\u5b58\u5f84\u5411\u8ddd\u79bb\uff0cAlpha \u4fdd\u5b58\u6e90 Alpha \u4e0e\u878d\u5408\u6709\u6548\u6027\uff1b\u5143\u6570\u636e\u5305\u542b <code>projection: equirectangular</code> \u548c <code>image_size</code>\u3002</p>"},{"location":"internals/outputs/#_2","title":"\u989c\u8272\u4e0e\u56fe\u50cf\u7f16\u8f91","text":"<p><code>common/color_image.py</code> \u4e3a Plane\u3001Panorama \u548c Cutout \u51c6\u5907\u72ec\u7acb\u7684\u6750\u8d28\u989c\u8272\u4e0e AI \u5206\u6790\u8f93\u5165\u3002Cutout \u4f7f\u7528 Selection bounds \u5185\u7684\u6e90\u56fe\uff1b\u7f51\u683c\u521b\u5efa\u65f6\u7ec4\u5408\u6e90 Alpha \u4e0e SelectionMask\u3002\u989c\u8272\u5206\u8fa8\u7387\u4e0e\u5206\u6790\u5c3a\u5bf8\u5206\u522b\u5904\u7406\u3002</p> <p><code>ImageEditTarget</code> \u7edf\u4e00 Image Empty \u548c Shader Image Texture \u7684\u7f16\u8f91\u76ee\u6807\u53ca\u5171\u4eab\u5f15\u7528\u3002HDR \u53bb\u80cc\u666f\u901a\u8fc7 <code>HdrBackgroundInput</code> \u4fdd\u7559 Blender \u6d6e\u70b9 RGB\uff0c\u5e76\u5e94\u7528 Server \u8fd4\u56de\u7684\u8fde\u7eed Alpha\u3002</p>"},{"location":"internals/runtime/","title":"Job Runtime \u4e0e Server","text":"<p><code>runtime.py</code> \u914d\u7f6e BlendJob <code>JobRuntime</code> \u548c\u72ec\u7acb Python 3.12 Environment\u3002<code>server/app.py</code> \u6ce8\u518c Job\uff0c<code>model_manager.py</code> \u7ba1\u7406\u6a21\u578b\u6587\u4ef6\u4e0e\u7f13\u5b58 Session\u3002</p> <pre><code>flowchart TD\n    A[Operator request] --&gt; B[JobRuntime \u961f\u5217]\n    B --&gt; C[Server Job \u8c03\u7528\u5a92\u4f53\u4e0e\u6a21\u578b\u6a21\u5757]\n    C --&gt; D[\u5199\u5165 Job \u76ee\u5f55]\n    D --&gt; E[\u4e3b\u7ebf\u7a0b response \u5bfc\u5165\u7ed3\u679c]</code></pre> Job \u5b9e\u73b0\u4e0e\u7528\u9014 <code>download-model</code>\u3001<code>download-required-models</code> <code>app.py</code> \u4e0b\u8f7d\u5355\u4e2a\u6216\u7f3a\u5931\u6a21\u578b <code>remove-background</code> <code>jobs/remove_background.py</code> \u751f\u6210\u900f\u660e\u524d\u666f\u6216\u8fde\u7eed Alpha <code>upscale-image</code> <code>jobs/upscale.py</code> \u751f\u6210 2\u00d7 \u56fe\u50cf <code>generate-depth-plane-geometry</code> <code>jobs/depth_plane.py</code> \u751f\u6210\u6df1\u5ea6\u3001\u5143\u6570\u636e\u548c\u6cd5\u7ebf <code>generate-cutout-artifacts</code> <code>jobs/cutout.py</code> \u6309\u8bf7\u6c42\u751f\u6210\u6df1\u5ea6\u548c\u6cd5\u7ebf <code>generate-panorama-geometry</code> <code>jobs/panorama.py</code> \u751f\u6210\u5168\u666f\u5f84\u5411\u6df1\u5ea6 <p><code>media/</code> \u6821\u9a8c\u8f93\u5165\u56fe\u7247\u5e76\u9650\u5236\u5206\u6790\u5c3a\u5bf8\uff0cServer \u53ea\u5904\u7406\u9759\u6001\u56fe\u7247\u3002Job \u5728\u9636\u6bb5\u8fb9\u754c\u68c0\u67e5\u53d6\u6d88\uff0c\u901a\u8fc7 <code>context.progress()</code> \u8fd4\u56de\u8fdb\u5ea6\uff0cOperator \u6e05\u7406 Blender \u5bfc\u51fa\u7684\u4e34\u65f6\u8f93\u5165\u3002</p> <p><code>geometry/prediction_artifacts.py</code> \u7f29\u653e\u6e90 RGB \u540e\u8fd0\u884c\u4e00\u6b21 MoGe\uff0c\u5c06\u540c\u4e00\u9884\u6d4b\u4ea4\u7ed9\u6df1\u5ea6\u3001\u6cd5\u7ebf\u548c\u5143\u6570\u636e\u5199\u5165\u5668\uff1b\u6e90 Alpha \u5199\u5165\u6df1\u5ea6\u4e0e\u6cd5\u7ebf\u4ea7\u7269\u7684\u6709\u6548\u901a\u9053\u3002\u53c2\u8003\u6df1\u5ea6\u7531 Blender \u4fa7\u6309\u4ea7\u7269 Alpha \u8ba1\u7b97\uff0c\u6587\u4ef6\u534f\u8bae\u89c1 Job \u4ea7\u7269\u3002</p>"},{"location":"internals/runtime/#_1","title":"\u6a21\u578b\u4e0e\u7f13\u5b58","text":"\u7528\u9014 \u6a21\u578b Session \u5206\u7c7b Depth \u4e0e Normal MoGe-2 ViT-S / ViT-B Normal\u3001MoGe-3 ViT-L geometry Remove Background BiRefNet Lite\u3001BEN2\u3001BiRefNet HR Matting background Upscale Real-ESRGAN WDN\u3001Real-ESRGAN x4plus\u3001HAT Sharper upscale <p><code>model_catalog.py</code> \u58f0\u660e\u6587\u4ef6\u6765\u6e90\u3001\u8bb8\u53ef\u3001\u5927\u5c0f\u548c SHA-256\uff1b<code>model_download.py</code> \u4e0b\u8f7d\u5e76\u6821\u9a8c\u3002ModelManager \u6309\u6a21\u578b\u8def\u5f84\u548c\u8bbe\u5907\u7f13\u5b58 Session\uff0c\u5207\u6362\u6a21\u578b\u6216\u8bbe\u5907\u65f6\u91ca\u653e\u5bf9\u5e94\u7c7b\u522b\u3002Clear Models \u6216\u5173\u95ed Server \u65f6\u91ca\u653e\u5df2\u52a0\u8f7d\u8d44\u6e90\u3002</p> <p>\u9996\u6b21\u5b89\u88c5\u901a\u8fc7 <code>post_install()</code> \u4e0b\u8f7d\u9ed8\u8ba4 MoGe-2 ViT-S Normal\u3001BiRefNet Lite \u4e0e Real-ESRGAN General WDN x4v3\u3002Storage Root \u9ed8\u8ba4 <code>~/.anyimage</code>\uff0c\u4fdd\u5b58\u73af\u5883\u3001\u6a21\u578b\u3001Job \u4ea7\u7269\u548c\u65e5\u5fd7\u3002\u8bbe\u7f6e\u5165\u53e3\u89c1 AI \u73af\u5883\u7ba1\u7406\u3002</p>"},{"location":"internals/operators/","title":"Operator \u5b9e\u73b0\u7d22\u5f15","text":"\u6e90\u7801\uff08\u76f8\u5bf9 <code>src/anyimage/</code>\uff09 \u529f\u80fd <code>operators/ai_setup.py</code> AI \u73af\u5883\u7ba1\u7406 <code>operators/clipboard_image/</code> \u526a\u8d34\u677f\u56fe\u7247 <code>operators/convert_to_plane/</code> Plane \u4e0e Depth Plane <code>operators/convert_to_panorama/</code> Panorama <code>operators/cutout_tool/</code> Cutout <code>operators/frame_tool/operators.py</code> Frame \u591a\u56fe\u5408\u6210 <code>operators/mask_tool.py</code> Mask Alpha \u7f16\u8f91 <code>operators/rectify_tool/operators.py</code> Rectify \u900f\u89c6\u6821\u6b63 <code>operators/remove_background.py</code> Remove Background <code>operators/upscale.py</code> Upscale <p>\u5355\u6587\u4ef6\u529f\u80fd\u6309\u4e1a\u52a1\u547d\u540d\uff1b\u590d\u6742\u529f\u80fd\u5305\u5728 <code>operators.py</code> \u5b9a\u4e49 Operator \u548c\u5165\u53e3\u534f\u8c03\u903b\u8f91\uff0c\u4ea4\u4e92\u5f0f\u5de5\u5177\u540c\u65f6\u5b9a\u4e49 WorkSpaceTool\uff0c\u5176\u4f59\u6a21\u5757\u627f\u8f7d\u5177\u4f53\u5b9e\u73b0\u3002\u5305\u7684 <code>__init__.py</code> \u6c47\u603b\u5bfc\u51fa\u4e0e <code>CLASSES</code> \u6ce8\u518c\u6e05\u5355\uff0c\u7c7b\u578b\u5728 <code>operators/__init__.py</code> \u548c\u6269\u5c55 <code>__init__.py</code> \u6c47\u603b\u6ce8\u518c\u3002AI Operator \u4f7f\u7528\u666e\u901a\u5b57\u5178\u63d0\u4ea4\u4efb\u52a1\uff0c\u5e76\u5728\u4e3b\u7ebf\u7a0b\u54cd\u5e94\u4e2d\u8bfb\u53d6\u6587\u4ef6\u548c\u4fee\u6539 Blender \u6570\u636e\u3002</p>"},{"location":"internals/operators/ai-setup/","title":"AI \u73af\u5883\u7ba1\u7406","text":"<p>AI \u73af\u5883\u7ba1\u7406\u4ece\u5f53\u524d\u5b89\u88c5\u72b6\u6001\u51fa\u53d1\uff0c\u8865\u9f50\u72ec\u7acb\u8fd0\u884c\u73af\u5883\u548c\u5fc5\u9700\u6a21\u578b\uff0c\u5e76\u63d0\u4f9b\u8bbe\u7f6e\u5165\u53e3\u4e0e\u6a21\u578b\u7f13\u5b58\u91ca\u653e\u64cd\u4f5c\u3002</p>"},{"location":"internals/operators/ai-setup/#_1","title":"\u6267\u884c\u8fc7\u7a0b","text":"<pre><code>flowchart TD\n    Entry[\"Set Up AI Server\"] --&gt; Status[\"\u8bfb\u53d6\u73af\u5883\u4e0e\u5fc5\u9700\u6a21\u578b\u72b6\u6001\"]\n    Status --&gt; Ready{\"\u662f\u5426\u5168\u90e8\u5c31\u7eea\uff1f\"}\n    Ready -- \"\u662f\" --&gt; Done[\"\u7ed3\u675f\"]\n    Ready -- \"\u5426\" --&gt; Environment{\"\u8fd0\u884c\u73af\u5883\u662f\u5426\u5c31\u7eea\uff1f\"}\n    Environment -- \"\u5426\" --&gt; Install[\"\u5b89\u88c5\u9694\u79bb Python \u73af\u5883\"]\n    Environment -- \"\u662f\" --&gt; Download[\"\u4e0b\u8f7d\u7f3a\u5931\u7684\u5fc5\u9700\u6a21\u578b\"]\n    Install --&gt; Download --&gt; Done</code></pre> <p><code>SetupAIEnvironment</code> \u662f\u7edf\u4e00\u5165\u53e3\u3002\u9996\u6b21\u4f7f\u7528\u65f6\u5148\u5b89\u88c5\u8fd0\u884c\u73af\u5883\uff0c\u518d\u4e0b\u8f7d\u9ed8\u8ba4\u6a21\u578b\uff1b\u73af\u5883\u5df2\u7ecf\u5b58\u5728\u65f6\uff0c\u53ea\u8865\u9f50\u7f3a\u5931\u6a21\u578b\u3002\u73af\u5883\u5b89\u88c5\u7531 Blender Operator \u542f\u52a8\uff0c\u6a21\u578b\u4e0b\u8f7d\u901a\u8fc7 Job Server \u6267\u884c\u3002</p>"},{"location":"internals/operators/ai-setup/#_2","title":"\u8282\u70b9\u8bf4\u660e","text":""},{"location":"internals/operators/ai-setup/#_3","title":"\u8bfb\u53d6\u72b6\u6001\uff0c\u9009\u62e9\u4e0b\u4e00\u6b65","text":"<p>\u5165\u53e3\u4f4d\u4e8e <code>src/anyimage/operators/ai_setup.py</code>\u3002<code>SetupAIEnvironment</code> \u901a\u8fc7 <code>properties.py</code> \u4e2d\u7684 <code>ai_status()</code> \u8bfb\u53d6\u73af\u5883\u548c\u6a21\u578b\u72b6\u6001\uff0c\u5e76\u6839\u636e\u7ed3\u679c\u7ed3\u675f\u3001\u5b89\u88c5\u73af\u5883\u6216\u8c03\u7528 <code>DownloadRequiredModels</code>\u3002\u5bf9\u8bdd\u6846\u540c\u65f6\u663e\u793a\u9884\u8ba1\u4e0b\u8f7d\u91cf\u548c\u7f3a\u5931\u6a21\u578b\u540d\u79f0\u3002</p> <p><code>runtime.py</code> \u63d0\u4f9b\u5f53\u524d Environment \u4e0e Server \u72b6\u6001\uff1bServer \u6b63\u5fd9\u65f6\u4e0d\u4f1a\u542f\u52a8\u65b0\u7684\u5b89\u88c5\u6d41\u7a0b\u3002<code>OpenAIEnvironmentSettings</code> \u6253\u5f00 AnyImage \u7684\u6269\u5c55\u9996\u9009\u9879\u3002</p>"},{"location":"internals/operators/ai-setup/#_4","title":"\u5b89\u88c5\u72ec\u7acb\u73af\u5883","text":"<p>\u73af\u5883\u5c1a\u672a\u5c31\u7eea\u65f6\uff0c<code>SetupAIEnvironment</code> \u8c03\u7528 Runtime \u6ce8\u518c\u7684\u5b89\u88c5 Operator\u3002<code>use_mirror</code> \u51b3\u5b9a uv\u3001Python \u548c\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u6e90\uff0c\u6a21\u578b\u4f7f\u7528\u6a21\u578b\u76ee\u5f55\u4e2d\u58f0\u660e\u7684\u6765\u6e90\u3002</p> <p>\u5b89\u88c5\u5b8c\u6210\u540e\u901a\u8fc7 <code>post_install()</code> \u4e0b\u8f7d\u9ed8\u8ba4\u6a21\u578b\uff0c\u6a21\u578b\u4f9d\u8d56\u52a0\u8f7d\u4e8e\u72ec\u7acb Server \u73af\u5883\u3002</p>"},{"location":"internals/operators/ai-setup/#_5","title":"\u4e0b\u8f7d\u6a21\u578b","text":"<p><code>ai_setup.py</code> \u4e2d\u7684 <code>DownloadModel</code> \u5904\u7406\u5355\u4e2a\u6a21\u578b\uff0c<code>DownloadRequiredModels</code> \u5904\u7406\u9ed8\u8ba4\u5fc5\u9700\u6a21\u578b\u96c6\u5408\u3002\u4e24\u8005\u5148\u68c0\u67e5 Environment\u3001Blender Online Access \u548c\u6a21\u578b\u8bb0\u5f55\uff0c\u518d\u63d0\u4ea4 <code>download-model</code> \u6216 <code>download-required-models</code> Job\u3002</p> <p>Job \u5728 <code>server/app.py</code> \u6ce8\u518c\uff1b<code>server/model_catalog.py</code> \u4fdd\u5b58\u6a21\u578b\u540d\u79f0\u3001\u6587\u4ef6\u548c\u6765\u6e90\uff0c<code>server/model_download.py</code> \u4e0b\u8f7d\u5e76\u6821\u9a8c\u6587\u4ef6\uff0c<code>server/model_manager.py</code> \u7ba1\u7406\u6a21\u578b\u76ee\u5f55\u4e0e\u5df2\u52a0\u8f7d Session\u3002\u4e0b\u8f7d\u8fdb\u5ea6\u548c\u9519\u8bef\u901a\u8fc7\u540c\u4e00\u5957 BlendJob Runtime \u8fd4\u56de Blender\u3002</p>"},{"location":"internals/operators/ai-setup/#_6","title":"\u91ca\u653e\u6a21\u578b\u7f13\u5b58","text":"<p><code>ai_setup.py</code> \u4e2d\u7684 <code>ClearModels</code> \u8c03\u7528 <code>runtime.clear_resource(\"model_manager\")</code>\uff0c\u91ca\u653e Server \u4e2d\u5df2\u52a0\u8f7d\u7684\u6a21\u578b Session\u3002\u4e0b\u6b21\u63a8\u7406\u4ece\u6a21\u578b\u76ee\u5f55\u91cd\u65b0\u52a0\u8f7d Session\u3002</p>"},{"location":"internals/operators/clipboard-image/","title":"\u526a\u8d34\u677f\u56fe\u7247","text":"<p>\u526a\u8d34\u677f\u56fe\u7247\u4ece <code>Ctrl/Cmd + V</code> \u5f00\u59cb\uff0c\u628a\u64cd\u4f5c\u7cfb\u7edf\u4e2d\u7684\u56fe\u7247\u53d8\u6210 Packed Blender Image\uff0c\u5e76\u653e\u5230\u5f53\u524d\u7f16\u8f91\u5668\u652f\u6301\u7684\u4f4d\u7f6e\u3002</p>"},{"location":"internals/operators/clipboard-image/#_2","title":"\u6267\u884c\u8fc7\u7a0b","text":"<pre><code>flowchart TD\n    Paste[\"Ctrl/Cmd + V\"] --&gt; Priority{\"\u521a\u6267\u884c\u8fc7 Blender Copy\uff1f\"}\n    Priority -- \"\u662f\" --&gt; Native[\"\u4ea4\u56de\u539f\u751f Paste\"]\n    Priority -- \"\u5426\" --&gt; Read[\"\u8bfb\u53d6\u7cfb\u7edf\u56fe\u7247\"]\n    Read --&gt; Image[\"\u590d\u7528\u6216\u521b\u5efa Packed Image\"]\n    Image --&gt; Target{\"\u5f53\u524d\u7f16\u8f91\u5668\"}\n    Target --&gt; View[\"Reference / Plane\"]\n    Target --&gt; Node[\"Image Node\"]\n    Target --&gt; Paint[\"Brush Texture\"]</code></pre> <p>Windows \u5feb\u6377\u952e\u4f18\u5148\u5904\u7406 Blender \u81ea\u5df1\u7684 Copy/Paste\uff0c\u7cfb\u7edf\u526a\u8d34\u677f\u51fa\u73b0\u65b0\u7684\u56fe\u7247\u5185\u5bb9\u65f6 AnyImage \u63a5\u7ba1\u7c98\u8d34\uff1bmacOS \u548c Linux \u6ca1\u6709\u7cfb\u7edf\u526a\u8d34\u677f\u5e8f\u5217\u53f7\uff0c\u59cb\u7ec8\u7531 AnyImage \u5904\u7406\u7c98\u8d34\u3002</p>"},{"location":"internals/operators/clipboard-image/#_3","title":"\u8282\u70b9\u8bf4\u660e","text":""},{"location":"internals/operators/clipboard-image/#blender","title":"\u5224\u65ad\u662f\u5426\u4ea4\u7ed9 Blender","text":"<p><code>operators/clipboard_image/operators.py</code> \u5b9a\u4e49 <code>TrackNativeCopy</code>\u3001<code>PasteClipboardImage</code> \u548c 3D View\u3001Node Editor \u5feb\u6377\u952e\u3002<code>TrackNativeCopy</code> \u8bb0\u5f55 Blender Copy \u65f6\u7684\u7cfb\u7edf\u526a\u8d34\u677f\u5e8f\u5217\u53f7\uff1b\u7c98\u8d34\u65f6\u82e5\u5e8f\u5217\u53f7\u6ca1\u6709\u53d8\u5316\uff0c<code>PasteClipboardImage</code> \u8fd4\u56de <code>PASS_THROUGH</code>\uff0c\u8ba9 Blender \u7ee7\u7eed\u5904\u7406\u5bf9\u8c61\u6216\u8282\u70b9\u7c98\u8d34\u3002</p> <p>\u540c\u4e00\u6587\u4ef6\u968f\u540e\u8c03\u7528 <code>actions.target_for_context()</code> \u5224\u65ad\u5f53\u524d\u7f16\u8f91\u5668\u662f\u5426\u652f\u6301\u56fe\u7247\u843d\u70b9\u3002</p>"},{"location":"internals/operators/clipboard-image/#_4","title":"\u8bfb\u53d6\u7cfb\u7edf\u56fe\u7247","text":"<p><code>clipboard.py</code> \u8d1f\u8d23\u5e73\u53f0\u5dee\u5f02\u3002Windows \u4f9d\u6b21\u5c1d\u8bd5 PNG\u3001DIBV5 \u548c DIB\uff0cDIB \u8865\u6210 BMP\uff1bmacOS \u901a\u8fc7 <code>osascript</code> \u5bfc\u51fa PNG\uff1bLinux \u4f9d\u6b21\u5c1d\u8bd5 <code>wl-paste</code> \u548c <code>xclip</code> \u63d0\u4f9b\u7684\u56fe\u7247\u683c\u5f0f\u3002\u5404\u5e73\u53f0\u8f93\u51fa\u7edf\u4e00\u4e3a\u56fe\u7247\u5b57\u8282\u548c\u6269\u5c55\u540d\uff0c\u518d\u4ea4\u7ed9\u540e\u7eed\u6b65\u9aa4\u3002</p>"},{"location":"internals/operators/clipboard-image/#packed-image","title":"\u521b\u5efa\u6216\u590d\u7528 Packed Image","text":"<p><code>actions.py</code> \u5bf9\u56fe\u7247\u5185\u5bb9\u8ba1\u7b97 SHA-256\u3002\u76f8\u540c\u5185\u5bb9\u5df2\u7ecf\u7c98\u8d34\u8fc7\u65f6\u4f1a\u590d\u7528\u73b0\u6709 Packed Image\uff0c\u5426\u5219\u521b\u5efa\u65b0 Image \u5e76 Pack \u5230\u5f53\u524d <code>.blend</code>\uff0c\u907f\u514d\u4f9d\u8d56\u4e34\u65f6\u526a\u8d34\u677f\u6587\u4ef6\u3002</p>"},{"location":"internals/operators/clipboard-image/#_5","title":"\u653e\u5230\u5f53\u524d\u7f16\u8f91\u5668","text":"<p>\u843d\u70b9\u4ecd\u5728 <code>actions.py</code> \u4e2d\u5b8c\u6210\uff1a3D View \u521b\u5efa Reference \u6216 Plane\uff0cNode Editor \u521b\u5efa\u4e0e\u5f53\u524d\u8282\u70b9\u6811\u5339\u914d\u7684 Image \u8282\u70b9\uff0c\u7ed8\u5236\u6a21\u5f0f\u628a Image \u914d\u7f6e\u4e3a\u5f53\u524d\u753b\u7b14\u7684 Texture\u3002\u9f20\u6807\u4f4d\u7f6e\u548c\u89c6\u56fe\u4f4d\u7f6e\u4e5f\u5728\u8fd9\u91cc\u6362\u7b97\u3002</p> <p>Plane \u8def\u5f84\u8c03\u7528 <code>convert_to_plane/image_plane.py</code> \u521b\u5efa\u4e2d\u5fc3\u539f\u70b9\u57fa\u7840\u7f51\u683c\uff0c\u5e76\u4ece\u8282\u70b9\u8d44\u4ea7\u52a0\u8f7d <code>O Image Plane</code>\u3002<code>actions.py</code> \u521b\u5efa\u56fe\u50cf\u6750\u8d28\u5e76\u653e\u5165 Mesh \u7b2c <code>0</code> \u4e2a\u6750\u8d28\u69fd\uff0c\u8282\u70b9\u7ec4\u53ea\u751f\u6210\u51e0\u4f55\u3002</p>"},{"location":"internals/operators/convert-to-panorama/","title":"Panorama \u8f6c\u6362","text":"<p><code>operators/convert_to_panorama/</code> \u5c06\u9759\u6001\u7b49\u8ddd\u67f1\u72b6 Image Empty \u8f6c\u6362\u4e3a\u5f84\u5411\u6df1\u5ea6\u8868\u9762\uff0c\u63d0\u4ea4\u524d\u88c1\u526a\u51fa\u6700\u5927\u5c45\u4e2d 2:1 \u533a\u57df\u3002<code>operators.py</code> \u63d0\u4ea4\u4efb\u52a1\uff0c<code>object.py</code> \u5bfc\u5165\u5bf9\u8c61\uff0c<code>__init__.py</code> \u6c47\u603b\u5bfc\u51fa\u4e0e\u6ce8\u518c\u6e05\u5355\u3002</p> <pre><code>flowchart TD\n    A[\u51c6\u5907\u989c\u8272\u4e0e\u5206\u6790\u56fe] --&gt; B[generate-panorama-geometry]\n    B --&gt; C[\u91c7\u6837 12 \u4e2a\u900f\u89c6\u89c6\u56fe\u5e76\u63a8\u7406]\n    C --&gt; D[\u878d\u5408\u5f84\u5411\u8ddd\u79bb\u4e0e\u6709\u6548\u6027]\n    D --&gt; E[\u5199\u51fa depth.exr \u4e0e depth.json]\n    E --&gt; F[\u521b\u5efa\u6750\u8d28\u4e0e O Image Depth Panorama]</code></pre> <p>\u4efb\u52a1\u4f7f\u7528 Preferences \u9009\u62e9\u7684\u51e0\u4f55\u6a21\u578b\u3002\u6e90\u989c\u8272\u7531 Blender \u4fa7\u4fdd\u5b58\uff0cServer \u7684 <code>geometry/panorama.py</code> \u8d1f\u8d23\u89c6\u56fe\u91c7\u6837\u4e0e\u8ddd\u79bb\u878d\u5408\uff0c<code>jobs/panorama.py</code> \u7f16\u6392\u63a8\u7406\u548c\u4ea7\u7269\u5199\u5165\u3002</p>"},{"location":"internals/operators/convert-to-plane/","title":"Plane \u8f6c\u6362","text":"<p><code>operators/convert_to_plane/operators.py</code> \u63d0\u4f9b <code>ConvertToPlane</code>\u3001<code>ConvertToDepthPlane</code>\u3001<code>ConvertToReliefPlane</code> \u4e0e <code>GenerateDepthPlane</code>\u3002<code>object.py</code> \u5bfc\u5165\u5bf9\u8c61\u548c\u6750\u8d28\uff0c<code>image_plane.py</code> \u6784\u5efa\u57fa\u7840\u77e9\u5f62\u7f51\u683c\uff0c<code>__init__.py</code> \u6c47\u603b\u5bfc\u51fa\u4e0e\u6ce8\u518c\u6e05\u5355\u3002</p> <pre><code>flowchart TD\n    A[Image Empty] --&gt; B[\u51c6\u5907\u6750\u8d28\u989c\u8272]\n    B --&gt; C{\u8f6c\u6362\u7c7b\u578b}\n    C -- Plane --&gt; D[\u56db\u8fb9\u5f62\u4e0e O Image Plane]\n    C -- Depth \u6216 Relief --&gt; E[\u9759\u6001\u56fe\u63d0\u4ea4\u51e0\u4f55 Job]\n    E --&gt; F[\u52a0\u8f7d\u6df1\u5ea6\u3001\u5143\u6570\u636e\u4e0e\u6cd5\u7ebf]\n    F --&gt; G[\u5bf9\u5e94\u8282\u70b9\u4fee\u6539\u5668\u4e0e\u6750\u8d28]\n    D --&gt; H[\u521b\u5efa\u5bf9\u8c61\u5e76\u66ff\u6362\u6e90 Empty]\n    G --&gt; H</code></pre> <p>\u4e09\u79cd\u8f6c\u6362\u90fd\u53ea\u63a5\u53d7\u9759\u6001\u56fe\u7247\u3002\u57fa\u7840\u7f51\u683c\u4ee5\u5c40\u90e8\u4e2d\u5fc3\u4e3a\u539f\u70b9\uff0c\u5bf9\u8c61\u77e9\u9635\u8865\u507f\u6e90 Empty \u7684\u663e\u793a\u8303\u56f4\u3002</p> <p>Depth \u4e0e Relief \u4ece Preferences \u8bfb\u53d6\u51e0\u4f55\u6a21\u578b\u3001\u5206\u8fa8\u7387\u7ea7\u522b\u548c AI \u8f93\u5165\u4e0a\u9650\u3002<code>create_depth_plane_from_result()</code> \u5bfc\u5165\u4ea7\u7269\u5e76\u521b\u5efa\u4fee\u6539\u5668\u3002<code>O Image Depth Plane</code> \u4f7f\u7528\u76f8\u673a XYZ \u4e0e\u5bf9\u8c61\u7a7a\u95f4\u6cd5\u7ebf\u6784\u5efa\u6df1\u5ea6\u8868\u9762\uff1b<code>O Image Relief Plane</code> \u4f7f\u7528\u6df1\u5ea6 Z \u4e0e\u5207\u7ebf\u7a7a\u95f4\u6cd5\u7ebf\u6784\u5efa\u6d6e\u96d5\u3002</p> <p>\u8282\u70b9\u6784\u5efa\u89c1\u8282\u70b9\u8d44\u4ea7\uff0c\u6587\u4ef6\u534f\u8bae\u89c1Job \u4ea7\u7269\u3002</p>"},{"location":"internals/operators/cutout-tool/","title":"Cutout","text":"<p>Cutout \u5728\u9759\u6001 Image Empty \u4e0a\u5708\u5b9a Selection\uff0c\u6309\u8f6e\u5ed3\u521b\u5efa Flat\u3001Solid\u3001Depth Symmetry \u6216 Depth Solid\u3002\u5165\u53e3\u4f4d\u4e8e <code>operators/cutout_tool/operators.py</code>\uff0cShape \u83dc\u5355\u4f4d\u4e8e <code>interaction.py</code>\uff0c\u9884\u8bbe\u6807\u8bc6\u4e0e\u8282\u70b9\u7ec4\u5bf9\u5e94\u5173\u7cfb\u4f4d\u4e8e <code>shape.py</code>\u3002</p> <pre><code>flowchart TD\n    A[Lasso \u6216 Polyline \u63d0\u4ea4 SelectionPath] --&gt; B[\u9009\u62e9 Shape]\n    B --&gt; C[\u6805\u683c\u5316 SelectionMask \u5e76\u8bfb\u53d6\u6e90 RGBA]\n    C --&gt; D{\u9700\u8981 Depth \u6216 Normal\uff1f}\n    D -- \u662f --&gt; E[\u51c6\u5907 bounds \u77e9\u5f62 RGBA]\n    E --&gt; F[generate-cutout-artifacts]\n    F --&gt; G[\u52a0\u8f7d Depth\u3001Metadata \u4e0e Normal]\n    D -- \u5426 --&gt; H[\u6e90 Alpha \u4e0e SelectionMask \u7ec4\u5408]\n    G --&gt; H\n    H --&gt; I[\u8fb9\u754c\u6620\u5c04\u3001\u8f6e\u5ed3\u63d0\u53d6\u4e0e\u8d28\u91cf\u4e09\u89d2\u5316]\n    I --&gt; J[BaseShape \u4e0e o_balloon]\n    J --&gt; K[\u521b\u5efa\u6750\u8d28\u3001\u5bf9\u8c61\u4e0e\u5bf9\u5e94\u8282\u70b9\u4fee\u6539\u5668]</code></pre> \u9884\u8bbe \u8282\u70b9\u7ec4 AI \u4ea7\u7269 Flat <code>O Image Cutout</code>\uff0cThickness 0 \u53ef\u9009\u5207\u7ebf\u7a7a\u95f4\u6cd5\u7ebf Solid <code>O Image Cutout</code>\uff0cThickness 1 \u53ef\u9009\u5207\u7ebf\u7a7a\u95f4\u6cd5\u7ebf Depth Symmetry <code>O Image Depth Cutout</code> \u4e0e <code>O Image Cutout Symmetry</code> \u6df1\u5ea6\u4e0e\u5bf9\u8c61\u7a7a\u95f4\u6cd5\u7ebf Depth Solid <code>O Image Depth Cutout</code> \u6df1\u5ea6\u4e0e\u5bf9\u8c61\u7a7a\u95f4\u6cd5\u7ebf <p>Flat \u4e0e Solid \u53ef\u4ee5\u4e0d\u5e26 AI \u4ea7\u7269\u751f\u6210\uff1bDepth \u9884\u8bbe\u548c Normal Map \u9700\u8981\u5c31\u7eea\u7684\u51e0\u4f55\u6a21\u578b\uff0cShape \u83dc\u5355\u6309\u8be5\u72b6\u6001\u63d0\u4f9b\u9009\u9879\u3002</p>"},{"location":"internals/operators/cutout-tool/#_1","title":"\u8f6e\u5ed3\u4e0e\u7f51\u683c","text":"<p><code>geometry.py</code> \u4ece\u5185\u5bb9 Alpha \u63d0\u53d6\u8fde\u901a\u8f6e\u5ed3\u4e0e\u5b54\u6d1e\uff0c\u6309 Edge Length \u751f\u6210 <code>BaseShape</code>\u3002Edge Length \u662f\u4e16\u754c\u7a7a\u95f4\u7684\u7f51\u683c\u76ee\u6807\u8fb9\u957f\uff0cMinimum Relative Edge Length \u4f1a\u6309\u5185\u5bb9\u8303\u56f4\u63d0\u9ad8\u5176\u4e0b\u754c\u3002</p> <p><code>mesh.py</code> \u8d1f\u8d23\u8f6e\u5ed3\u5206\u79bb\u3001\u5b54\u6d1e\u5904\u7406\u3001\u8d28\u91cf\u4e09\u89d2\u5316\u548c\u8fb9\u754c\u652f\u6491\uff0c<code>polygon.py</code> \u63d0\u4f9b\u8f6e\u5ed3\u7b80\u5316\uff0c<code>tangle.py</code> \u662f\u968f\u5305\u5206\u53d1\u7684 Delaunay \u4e09\u89d2\u5316\u6838\u5fc3\u3002Fine Outline \u5c55\u5f00\u65f6\u4fdd\u7559\u5c0f\u5b54\u4e0e\u7ec6\u8282\u8f6e\u5ed3\uff0c\u5173\u95ed\u65f6\u586b\u6d1e\u5e76\u7b80\u5316\u3002</p> <p><code>balloon.py</code> \u8d1f\u8d23 Balloon Profile\uff0c\u6309 Preferences \u9009\u62e9 Poisson \u6216 Teddy\uff0c\u751f\u6210\u6240\u6709\u9884\u8bbe\u5171\u7528\u7684 POINT \u5c5e\u6027 <code>o_balloon</code>\u3002<code>boundary_padding.py</code> \u6309 Boundary Padding \u6cbf\u7ed3\u6784\u5185\u6cd5\u7ebf\u91cd\u91c7\u6837\u8f6e\u5ed3\u9644\u8fd1\u7684\u989c\u8272\u4e0e\u6df1\u5ea6\u3002</p>"},{"location":"internals/operators/cutout-tool/#ai","title":"AI \u4e0e\u5bf9\u8c61\u521b\u5efa","text":"<p>Server \u63a5\u6536 Selection bounds \u5185\u4fdd\u7559\u6e90 Alpha \u7684 RGBA\uff0c\u4e00\u6b21 MoGe \u63a8\u7406\u6309 <code>generate_depth</code> \u4e0e <code>normal_mode</code> \u8fd4\u56de\u4ea7\u7269\u3002\u6df1\u5ea6\u53c2\u8003\u533a\u57df\u4f7f\u7528\u6240\u9009 Alpha Threshold\uff0cNormal \u4f7f\u7528\u539f\u9884\u6d4b\uff1bMaximum AI Input Size \u53ea\u5f71\u54cd\u5206\u6790\u5206\u8fa8\u7387\u3002</p> <p><code>object.py</code> \u7684 <code>create_shape_object()</code> \u6d88\u8d39 BaseShape\u3001Color\u3001Depth \u548c Normal\uff0c\u52a0\u8f7d\u5bf9\u5e94\u8282\u70b9\u7ec4\u3002\u57fa\u7840\u7f51\u683c\u4f4d\u4e8e\u5c40\u90e8 XZ \u5e73\u9762\uff0c\u539a\u5ea6\u6cbf Y \u5c55\u5f00\uff1b\u5bf9\u8c61\u77e9\u9635\u628a\u7f51\u683c\u653e\u5165 Image Empty \u7684\u56fe\u7247\u5e73\u9762\uff0cDepth Symmetry \u989d\u5916\u53e0\u52a0\u5bf9\u79f0\u8282\u70b9\u7ec4\u4e0e\u65b9\u5411\u53c2\u6570\u3002Object Normal \u968f\u65b9\u5411\u540c\u6b65\u8f6c\u6362\u3002</p> <p>\u6750\u8d28\u4f7f\u7528 IOR 1.2\uff0c\u989c\u8272\u4e0e\u6cd5\u7ebf\u63a5\u5165 Image Layer\uff0c\u6cd5\u7ebf\u6309\u5207\u7ebf\u6216\u5bf9\u8c61\u7a7a\u95f4\u89e3\u91ca\u3002\u8282\u70b9\u8ba1\u7b97\u89c1\u8282\u70b9\u8d44\u4ea7\u3002</p>"},{"location":"internals/operators/frame/","title":"Frame \u591a\u56fe\u5408\u6210","text":"<p><code>operators/frame_tool/operators.py</code> \u5b9a\u4e49 <code>FrameImages</code> \u548c <code>FrameTool</code>\u3002<code>projection.py</code> \u8d1f\u8d23\u89c6\u56fe\u6295\u5f71\u3001\u4ea4\u53e0\u548c\u7ed3\u679c\u5e73\u9762\u5b9a\u4f4d\uff0c<code>compositing.py</code> \u8d1f\u8d23\u50cf\u7d20\u6df1\u5ea6\u6392\u5e8f\u4e0e\u8fb9\u754c\u8986\u76d6\u91c7\u6837\uff0c<code>__init__.py</code> \u5bfc\u51fa\u7c7b\u578b\u53ca\u6ce8\u518c\u6e05\u5355\u3002Frame \u5c06\u9009\u4e2d\u7684\u9759\u6001 Image Empty \u6309\u5f53\u524d\u89c6\u56fe\u5408\u6210\u4e3a\u4e00\u5f20\u56fe\u7247\u3002</p> <pre><code>flowchart TD\n    A[\u62d6\u51fa\u5c4f\u5e55\u77e9\u5f62] --&gt; B[\u51bb\u7ed3\u89c6\u56fe\u77e9\u9635\u5e76\u6536\u96c6\u9009\u4e2d\u9759\u6001\u56fe\u7247]\n    B --&gt; C[\u68c0\u67e5\u77e9\u5f62\u4e0e active \u56fe\u7247\u7684\u6709\u6548\u6295\u5c04\u4ea4\u96c6]\n    C --&gt; D[\u6309 Region \u4e0e Maximum Frame Resolution \u8ba1\u7b97\u8f93\u51fa\u5c3a\u5bf8]\n    D --&gt; E[\u89c2\u5bdf\u5c04\u7ebf\u6295\u5f71\u5230\u5404\u56fe\u7247\u5e73\u9762]\n    E --&gt; F[\u6309\u6837\u672c\u6df1\u5ea6\u4ece\u8fdc\u5230\u8fd1\u5408\u6210\uff0c\u7b49\u6df1\u5ea6 active \u4f18\u5148]\n    F --&gt; G[\u8fb9\u754c\u8986\u76d6\u91c7\u6837\u4e0e\u72ec\u7acb Alpha]\n    G --&gt; H[\u521b\u5efa Packed Image \u5e76\u590d\u7528 active Object]\n    H --&gt; I[\u5220\u9664\u5176\u4ed6\u53c2\u4e0e\u56fe\u7247\u5bf9\u8c61\u5e76\u63d0\u4ea4 Undo]</code></pre> <p>\u6b63\u4ea4\u89c6\u56fe\u63a5\u53d7\u6709\u9650\u6df1\u5ea6\uff0c\u900f\u89c6\u89c6\u56fe\u91c7\u6837\u89c2\u5bdf\u65b9\u5411\u524d\u65b9\u7684\u4ea4\u70b9\u3002\u4ea4\u53e0\u68c0\u67e5\u91c7\u7528\u8fde\u7eed\u6295\u5f71\u8303\u56f4\uff1b\u8f93\u51fa\u5c3a\u5bf8\u53d7 Region\u3001\u6700\u957f\u8fb9\u4e0a\u9650\u548c\u603b\u50cf\u7d20\u4e0a\u9650\u7ea6\u675f\u3002</p> <p>RGB \u4e0e Alpha \u5206\u522b\u7d2f\u8ba1\uff0c\u4fdd\u7559\u88ab Mask \u9690\u85cf\u7684\u6709\u6548\u989c\u8272\u3002\u8fb9\u754c\u4f7f\u7528\u8986\u76d6\u91c7\u6837\uff0c\u5185\u90e8\u590d\u7528\u76f4\u63a5\u91c7\u6837\uff0c\u907f\u514d\u9ed1\u8fb9\u548c\u4e0d\u5fc5\u8981\u7684\u6a21\u7cca\u3002\u7ed3\u679c\u5e73\u9762\u671d\u5411\u89c2\u5bdf\u8005\uff0c\u4f4d\u7f6e\u7531 active \u56fe\u7247\u7684\u6709\u6548\u6df1\u5ea6\u786e\u5b9a\u3002</p> <p>Frame \u4fdd\u7559 active \u5bf9\u8c61\u8eab\u4efd\u3001\u540d\u79f0\u548c Collection\uff1b\u56fe\u50cf\u66ff\u6362\u590d\u7528 Common \u7684\u5171\u4eab\u6570\u636e\u4e0e\u5931\u8d25\u6062\u590d\u903b\u8f91\u3002</p>"},{"location":"internals/operators/mask/","title":"Mask Alpha \u7f16\u8f91","text":"<p><code>operators/mask_tool.py</code> \u5b9a\u4e49 <code>EditImageAlpha</code> \u548c <code>MaskTool</code>\uff0c\u4f7f\u7528 <code>common/viewport.py</code> \u7684 <code>ImageGesture</code> \u7ba1\u7406 Lasso\u3001Brush \u4e0e Polyline\u3002</p> <pre><code>flowchart TD\n    A[\u51bb\u7ed3 Scene \u7684 Gesture\u3001Mode\u3001Radius] --&gt; B[\u5c4f\u5e55\u624b\u52bf\u4e0e Overlay]\n    B --&gt; C[\u5b8c\u6210\u540e\u6295\u5f71\u5e76\u751f\u6210\u8986\u76d6 M]\n    C --&gt; D[\u8bfb\u53d6\u6e90 RGBA]\n    D --&gt; E[\u6309\u6a21\u5f0f\u8ba1\u7b97 Alpha]\n    E --&gt; F[\u4fdd\u7559 RGB \u548c\u6e90\u753b\u5e03\u5c3a\u5bf8]\n    F --&gt; G[\u66ff\u6362 Packed Image \u5e76\u63d0\u4ea4\u4e00\u4e2a Undo]</code></pre> \u6a21\u5f0f \u6e90 Alpha A \u4e0e\u8986\u76d6 M \u7684\u7ed3\u679c Set <code>A \u00d7 M</code> Extend <code>max(A, M)</code> Subtract <code>A \u00d7 (1 \u2212 M)</code> <p>Brush \u62d6\u52a8\u65f6\u7ef4\u62a4\u7b80\u5316\u5c4f\u5e55\u8def\u5f84\u3001\u5706\u5f62\u5370\u8bb0\u4e0e\u8fde\u63a5\u6761\u7684\u5e76\u96c6\u9884\u89c8\uff1b\u91ca\u653e\u65f6\u4e00\u6b21\u751f\u6210\u56fe\u7247\u8986\u76d6\u3002Polyline \u4f7f\u7528\u9010\u70b9\u8def\u5f84\uff0c\u81f3\u5c11\u4e09\u4e2a\u70b9\u540e\u901a\u8fc7\u95ed\u5408\u5708\u3001\u53cc\u51fb\u6216 Enter \u5b8c\u6210\uff0cBackspace \u5220\u9664\u672b\u70b9\u3002</p> <p>\u7ed3\u679c\u4fdd\u7559 Empty \u7684\u8eab\u4efd\u3001\u77e9\u9635\u3001\u663e\u793a\u5c3a\u5bf8\u548c\u504f\u79fb\u3002\u5168\u900f\u660e\u7ed3\u679c\u6709\u6548\uff0c\u53d6\u6d88\u6216\u5207\u6362\u5de5\u5177\u6e05\u7406\u672a\u63d0\u4ea4\u7684 Overlay\uff1b\u5171\u4eab Image \u901a\u8fc7\u7edf\u4e00\u66ff\u6362\u5165\u53e3\u5206\u6d41\u3002</p>"},{"location":"internals/operators/rectify/","title":"Rectify \u900f\u89c6\u6821\u6b63","text":"<p><code>operators/rectify_tool/operators.py</code> \u5b9a\u4e49 <code>RectifyImagePerspective</code> \u4e0e <code>RectifyTool</code>\uff0c\u5c06\u56fe\u7247\u5185\u7684\u56db\u89d2\u533a\u57df\u6821\u6b63\u4e3a\u77e9\u5f62\u3002<code>geometry.py</code> \u8d1f\u8d23\u56db\u89d2\u9a8c\u8bc1\u4e0e\u50cf\u7d20\u6821\u6b63\uff0c<code>preview.py</code> \u8d1f\u8d23\u9884\u89c8\u56fe\u3001Overlay \u548c\u5bbd\u9ad8\u6bd4\u63a7\u5236\uff0c<code>__init__.py</code> \u5bfc\u51fa\u7c7b\u578b\u53ca\u6ce8\u518c\u6e05\u5355\u3002</p> <pre><code>flowchart TD\n    A[\u70b9\u9009\u56db\u89d2] --&gt; B[\u89c4\u8303\u4e3a\u51f8 Quad \u5e76\u68c0\u67e5\u56fe\u7247\u4ea4\u53e0]\n    B --&gt; C[512\u00d7512 \u9884\u89c8\u4e0e\u5bbd\u9ad8\u6bd4\u8c03\u6574]\n    C --&gt; D[\u6309\u50cf\u7d20\u5bc6\u5ea6\u548c\u8f93\u51fa\u4e0a\u9650\u786e\u5b9a\u5c3a\u5bf8]\n    D --&gt; E[\u5206\u5757 Homography \u4e0e\u9884\u4e58 Alpha \u63d2\u503c]\n    E --&gt; F[\u6309\u53ef\u89c1 Alpha \u88c1\u526a]\n    F --&gt; G[\u6620\u5c04 placement bounds \u5e76\u66ff\u6362 Packed Image]</code></pre> <p>\u56db\u89d2\u5141\u8bb8\u4efb\u610f\u70b9\u51fb\u987a\u5e8f\uff0c\u9000\u5316\u6216\u975e\u51f8\u8f93\u5165\u5728\u63d0\u4ea4\u524d\u6821\u9a8c\u3002\u9884\u89c8\u6839\u636e\u6e90\u989c\u8272\u7a7a\u95f4\u914d\u7f6e\u663e\u793a\uff0c\u50cf\u7d20\u91cd\u91c7\u6837\u590d\u7528 <code>common/image.py</code>\u3002\u8f93\u51fa\u6700\u957f\u8fb9\u4e0a\u9650 8192\uff0c\u603b\u50cf\u7d20\u4e0a\u9650 16,777,216\u3002</p> <p><code>replace_empty_image()</code> \u6839\u636e\u6821\u6b63\u533a\u57df\u7684 placement bounds \u8c03\u6574\u753b\u6846\uff0c\u4fdd\u7559\u6e90 Image \u540d\u79f0\u3001\u5bf9\u8c61\u8eab\u4efd\u548c\u5171\u4eab\u5f15\u7528\u8bed\u4e49\u3002</p>"},{"location":"internals/operators/remove-background/","title":"Remove Background","text":"<p><code>operators/remove_background.py</code> \u4ece Image Empty \u6216\u5f53\u524d Shader Image Texture \u51c6\u5907\u8f93\u5165\u3002<code>RemoveImageBackground</code> \u534f\u8c03\u8bbe\u7f6e\u4e0e\u8f93\u5165\uff0c<code>RunBackgroundRemoval</code> \u63d0\u4ea4 Job \u5e76\u5e94\u7528\u7ed3\u679c\u3002</p> <pre><code>flowchart TD\n    A[ImageEditTarget \u53d6\u5f97\u7f16\u8f91\u76ee\u6807] --&gt; B[\u51c6\u5907\u56fe\u50cf\u8f93\u5165]\n    B --&gt; C[remove-background Job]\n    C --&gt; D[\u6240\u9009\u80cc\u666f\u6a21\u578b\u751f\u6210\u524d\u666f Alpha]\n    D --&gt; E{\u8f93\u5165\u7c7b\u578b}\n    E -- \u666e\u901a\u56fe\u7247 --&gt; F[\u900f\u660e PNG \u524d\u666f]\n    E -- HDR --&gt; G[alpha.npy]\n    F --&gt; H[\u5e94\u7528\u7ed3\u679c\u4e0e Undo]\n    G --&gt; H</code></pre> <p><code>server/jobs/remove_background.py</code> \u8bfb\u53d6\u5355\u5f20\u8f93\u5165\u5e76\u8c03\u7528 <code>server/models/background.py</code>\uff0c\u652f\u6301 BiRefNet \u548c BEN2\u3002\u6a21\u578b\u524d\u666f Alpha \u4e0e\u6e90 Alpha \u5408\u6210\u3002</p> <p>\u666e\u901a\u7ed3\u679c\u901a\u8fc7 <code>ImageEditTarget</code> \u4fdd\u7559\u5171\u4eab\u56fe\u50cf\u5f15\u7528\u4e0e\u5e27\u8bbe\u7f6e\u3002HDR \u4f7f\u7528 <code>common/hdr_image.py</code> \u7684 <code>HdrBackgroundInput</code> \u51c6\u5907\u5206\u6790\u8f93\u5165\uff0c\u5e76\u5c06\u8fd4\u56de Alpha \u5e94\u7528\u4e8e\u539f\u6d6e\u70b9 RGB\u3002Operator \u8d1f\u8d23\u4e34\u65f6\u8f93\u5165\u6e05\u7406\u3002</p>"},{"location":"internals/operators/upscale/","title":"Upscale","text":"<p><code>operators/upscale.py</code> \u4ece Image Empty \u6216\u5f53\u524d Shader Image Texture \u751f\u6210 2\u00d7 \u7ed3\u679c\uff0c\u6e90\u56fe\u957f\u8fb9\u5fc5\u987b\u5c0f\u4e8e Maximum AI Input Size\u3002</p> <pre><code>flowchart TD\n    A[\u68c0\u67e5\u6e90\u56fe\u5c3a\u5bf8\u5e76\u51bb\u7ed3\u6a21\u578b\u8bbe\u7f6e] --&gt; B[\u51c6\u5907\u56fe\u7247\u8f93\u5165]\n    B --&gt; C[upscale-image \u5355\u5f20\u5904\u7406]\n    C --&gt; D[\u5206\u5757\u6267\u884c 4\u00d7 RGB \u63a8\u7406]\n    D --&gt; E[\u7edf\u4e00\u7f29\u653e\u4e3a\u6e90\u56fe 2\u00d7]\n    E --&gt; F[\u539f Alpha \u72ec\u7acb Lanczos \u7f29\u653e]\n    F --&gt; G[ImageEditTarget \u5e94\u7528\u7ed3\u679c\u5e76\u63d0\u4ea4 Undo]</code></pre> <p><code>server/models/upscale.py</code> \u5904\u7406\u8f93\u5165\u4e0a\u9650\u548c\u6700\u7ec8\u5c3a\u5bf8\uff0c<code>onnx_upscale.py</code> \u6267\u884c Real-ESRGAN \u4e0e HAT \u6a21\u578b\u3002ModelManager \u7ba1\u7406 Session\uff1bProvider \u8d44\u6e90\u9519\u8bef\u4f1a\u91ca\u653e\u5f53\u524d Session \u5e76\u8fd4\u56de\u5904\u7406\u5efa\u8bae\u3002</p>"}]}
\ No newline at end of file
+{"config":{"lang":["en","zh"],"separator":"[\\s\\u200b\\u3000\\-\u3001\u3002\uff0c\uff0e\uff1f\uff01\uff1b]+","pipeline":["stemmer"],"fields":{"title":{"boost":1000.0},"text":{"boost":1.0},"tags":{"boost":1000000.0}}},"docs":[{"location":"","title":"AnyImage","text":"<p>\u628a\u56fe\u7247\u91cc\u7684\u7a7a\u95f4\u611f\u5e26\u8fdb Blender\u3002</p> <p>AnyImage \u662f\u4e00\u6b3e Blender \u6269\u5c55\uff0c\u53ef\u4ee5\u7c98\u8d34\u548c\u7f16\u8f91\u56fe\u7247\u3001\u521b\u5efa\u666e\u901a Plane \u6216 Depth Plane\u3001\u4ece\u5c40\u90e8\u9009\u533a\u751f\u6210 Cutout Shape\uff0c\u5e76\u5728\u72ec\u7acb AI Environment \u4e2d\u5b8c\u6210\u53bb\u80cc\u666f\u4e0e\u9ad8\u6e05\u653e\u5927\u3002</p> <ul> <li>\u6309 Ctrl+V\uff08macOS \u4e3a Cmd+V\uff09\u628a\u526a\u8d34\u677f\u56fe\u7247\u7c98\u8d34\u5230\u5f53\u524d\u7f16\u8f91\u5668</li> <li>\u7528 Plane \u521b\u5efa\u53ef\u8c03\u539a\u5ea6\u548c\u7ec6\u5206\u7684\u56fe\u7247\u7f51\u683c</li> <li>\u7528 Depth Plane \u628a\u9759\u6001\u56fe\u7247\u8f6c\u6362\u4e3a\u53ef\u8c03\u8282\u7684\u7acb\u4f53\u9762\u7247</li> <li>\u7528 Cutout \u4ece\u5957\u7d22\u9009\u533a\u751f\u6210 Surface\u3001Balloon \u4e0e\u4e24\u79cd Depth Shape</li> <li>\u7528 Frame \u4ece\u5f53\u524d\u89c6\u89d2\u91cd\u65b0\u53d6\u666f\u5e76\u5408\u5e76 Image Empty\uff0c\u7528 Mask \u7684 Lasso\u3001Brush \u6216 Polyline \u7f16\u8f91 Alpha\uff1bBrush \u62d6\u52a8\u65f6\u4ee5\u7ea2\u8272\u6216\u7070\u8272\u586b\u5145\u9884\u89c8\u51c6\u786e\u8303\u56f4\uff0c\u91ca\u653e\u540e\u63d0\u4ea4\uff1b\u7528 Rectify \u6821\u6b63\u900f\u89c6</li> <li>\u7528 Remove Background / Upscale \u5904\u7406\u5355\u56fe\u3001\u89c6\u9891\u548c\u5e8f\u5217\u5e27</li> </ul> \u62d6\u5165 Blender \u5b89\u88c5 Windows \u2013 78.3\u00a0MB \u2026\u6216\u4e0b\u8f7d\u540e\u901a\u8fc7 Install from Disk \u5b89\u88c5 \u62d6\u5165 Blender \u5b89\u88c5 macOS - Apple Silicon \u2013 57.5\u00a0MB \u2026\u6216\u4e0b\u8f7d\u540e\u901a\u8fc7 Install from Disk \u5b89\u88c5 \u62d6\u5165 Blender \u5b89\u88c5 Linux \u2013 71.0\u00a0MB \u2026\u6216\u4e0b\u8f7d\u540e\u901a\u8fc7 Install from Disk \u5b89\u88c5"},{"location":"getting-started/installation/","title":"\u5b89\u88c5\u4e0e\u9996\u6b21\u914d\u7f6e","text":"<p>\u9875\u9762\u4f1a\u6309\u5f53\u524d\u7cfb\u7edf\u663e\u793a\u5bf9\u5e94\u7684\u5b89\u88c5\u5305\uff0c\u6309\u4f4f\u6309\u94ae\u62d6\u5230 Blender \u7a97\u53e3\u4efb\u610f\u4f4d\u7f6e\u5373\u53ef\u5b89\u88c5\u3002\u9996\u6b21\u62d6\u5165\u4f1a\u63d0\u793a\u6dfb\u52a0 AnyImage \u6269\u5c55\u4ed3\u5e93\uff0c\u786e\u8ba4\u540e\u91cd\u65b0\u62d6\u5165\u4e00\u6b21\uff0c\u4e4b\u540e\u5347\u7ea7\u540c\u6837\u76f4\u63a5\u62d6\u5165\u3002</p> \u62d6\u5165 Blender \u5b89\u88c5 Windows \u2013 78.3\u00a0MB \u2026\u6216\u4e0b\u8f7d\u540e\u901a\u8fc7 Install from Disk \u5b89\u88c5 \u62d6\u5165 Blender \u5b89\u88c5 macOS - Apple Silicon \u2013 57.5\u00a0MB \u2026\u6216\u4e0b\u8f7d\u540e\u901a\u8fc7 Install from Disk \u5b89\u88c5 \u62d6\u5165 Blender \u5b89\u88c5 Linux \u2013 71.0\u00a0MB \u2026\u6216\u4e0b\u8f7d\u540e\u901a\u8fc7 Install from Disk \u5b89\u88c5"},{"location":"getting-started/installation/#_2","title":"\u68c0\u67e5\u6269\u5c55\u504f\u597d\u8bbe\u7f6e","text":"<p>AnyImage \u7684\u6269\u5c55\u504f\u597d\u8bbe\u7f6e\u6309\u529f\u80fd\u5206\u7ec4\u3002Environment \u533a\u5305\u542b\uff1a</p> <ul> <li>Storage Root\uff1a\u4fdd\u5b58\u8fd0\u884c\u73af\u5883\u3001\u6a21\u578b\u548c\u4efb\u52a1\u6587\u4ef6\u7684\u4f4d\u7f6e\u3002\u9ed8\u8ba4\u662f\u7528\u6237\u76ee\u5f55\u4e0b\u7684 <code>.anyimage</code>\uff0c\u4e00\u822c\u65e0\u9700\u4fee\u6539\u3002</li> <li>Device\uff1a\u6b63\u5f0f\u8f6c\u6362\u4efb\u52a1\u4f7f\u7528\u7684\u8ba1\u7b97\u8bbe\u5907\u3002Apple Silicon Mac \u9ed8\u8ba4\u4f7f\u7528 CPU\uff0cWindows \u9ed8\u8ba4\u4f7f\u7528 DirectML\uff1b\u4e5f\u53ef\u624b\u52a8\u9009\u62e9\u5176\u4ed6\u53ef\u7528\u8bbe\u5907\u3002</li> </ul> <p>macOS arm64 \u63d0\u4f9b CPU \u4e0e CoreML\u3002CoreML \u7531\u7cfb\u7edf\u5728 Apple CPU\u3001GPU \u4e0e Neural Engine \u4e4b\u95f4\u8c03\u5ea6\uff0c\u4e0d\u662f PyTorch MPS backend\uff0c\u4e5f\u4e0d\u8868\u793a\u53ea\u4f7f\u7528 GPU\uff1b\u5b83\u7684\u5b9e\u9645\u901f\u5ea6\u53d6\u51b3\u4e8e\u6a21\u578b\u3002</p> <p>Environment \u68c0\u6d4b\u540e\u663e\u793a Diagnostics\u3002Depth &amp; Normal\u3001Remove Background\u3001Upscale \u4e0e Cutout \u662f\u9ed8\u8ba4\u5c55\u5f00\u7684\u53ef\u6298\u53e0\u529f\u80fd\u533a\uff0c\u5404\u81ea\u5305\u542b\u5bf9\u5e94\u8bbe\u7f6e\u548c\u6a21\u578b\u72b6\u6001\u3002\u5176\u4e2d\uff1a</p> <ul> <li>Default Upscale Model\uff1aUpscale \u4f7f\u7528\u7684\u6a21\u578b\uff0c\u9ed8\u8ba4\u662f General WDN x4v3\u3002</li> <li>Maximum AI Input Size\uff1aUpscale\u3001Depth \u4e0e Normal Map \u7684 AI \u8f93\u5165\u957f\u8fb9\u4e0a\u9650\uff0c\u9ed8\u8ba4 2048 px\uff1b\u989c\u8272\u8d34\u56fe\u4fdd\u7559\u539f\u59cb\u5206\u8fa8\u7387\u3002</li> <li>Maximum Cutout Mesh Resolution\uff1a\u6240\u6709 Cutout Shape \u7684\u7f51\u683c\u91c7\u6837\u957f\u8fb9\u4e0a\u9650\uff0c\u9ed8\u8ba4 1024\uff0c\u72ec\u7acb\u4e8e AI \u8f93\u5165\u5c3a\u5bf8\u3002</li> </ul> <p>Depth &amp; Normal \u63d0\u4f9b\u4e09\u6863 MoGe-2\uff0cDepth Plane \u4e0e Cutout Depth / Normal Map \u5171\u7528\u5f53\u524d\u9009\u62e9\u3002\u53ef\u9009\u6a21\u578b\u7684 Ready \u72b6\u6001\u6216 Download \u6309\u94ae\u4f4d\u4e8e\u9009\u62e9\u9879\u4e0b\u65b9\uff1bCutout \u533a\u63d0\u4f9b\u72ec\u7acb\u7f51\u683c\u4e0a\u9650\u4e0e Balloon Profile\u3002</p> <p>\u5982\u679c\u51c6\u5907\u628a Storage Root \u653e\u5230\u5176\u4ed6\u78c1\u76d8\uff0c\u5efa\u8bae\u5728\u9996\u6b21\u5b89\u88c5 Environment \u4e4b\u524d\u4fee\u6539\u3002\u66f4\u6362\u76ee\u5f55\u540e\uff0c\u65e7\u76ee\u5f55\u4e2d\u7684\u73af\u5883\u548c\u6a21\u578b\u4e0d\u4f1a\u81ea\u52a8\u79fb\u52a8\u3002</p>"},{"location":"getting-started/installation/#ai-environment","title":"\u914d\u7f6e AI Environment","text":"<p>\u9009\u4e2d Image Empty\uff0c\u5728\u53f3\u952e AnyImage \u5b50\u83dc\u5355\u4e2d\u70b9\u51fb Set Up AI Environment\u2026\uff1b\u4e5f\u53ef\u4ee5\u5728 AnyImage \u6269\u5c55\u504f\u597d\u8bbe\u7f6e\u4e2d\u70b9\u51fb\u540c\u540d\u6309\u94ae\u3002</p> <p>\u786e\u8ba4\u5b89\u88c5\u524d\uff0c\u5bf9\u8bdd\u6846\u4f1a\u8bf4\u660e\u4ee5\u4e0b\u5185\u5bb9\uff1a</p> <ul> <li>\u5b89\u88c5\u72ec\u7acb Python\u3001ONNX Runtime \u4e0e\u652f\u6301\u5305\uff0c\u5e76\u4e0b\u8f7d MoGe-2 ViT-S Normal\u3001BEN2 Base \u548c Real-ESRGAN General WDN x4v3\u3002</li> <li>\u9ed8\u8ba4\u6a21\u578b\u5408\u8ba1\u7ea6 360 MB\uff1b\u8fde\u540c Environment \u9884\u8ba1\u9700\u8981\u7ea6 600 MB \u4e0b\u8f7d\u91cf\u548c\u7ea6 1 GB \u78c1\u76d8\u7a7a\u95f4\u3002</li> <li>\u6839\u636e\u7f51\u7edc\u901f\u5ea6\uff0c\u9996\u6b21\u5b89\u88c5\u901a\u5e38\u9700\u8981 5\u201320 \u5206\u949f\u3002</li> <li>Use Mirror \u53ea\u8ba9 uv\u3001Python \u548c Python \u5305\u4f7f\u7528\u56fd\u5185\u955c\u50cf\uff1b\u6a21\u578b\u4e0b\u8f7d\u6e90\u4fdd\u6301\u4e0d\u53d8\u3002</li> </ul> <p>\u5b89\u88c5\u8fc7\u7a0b\u4e2d\u8bf7\u4fdd\u6301 Blender \u6253\u5f00\u3002\u72b6\u6001\u680f\u4f1a\u663e\u793a\u5f53\u524d\u9636\u6bb5\u3001\u8fdb\u5ea6\u548c\u4e0b\u8f7d\u901f\u5ea6\u3002</p> <p>\u5982\u679c Environment \u5df2\u5b89\u88c5\u4f46\u4efb\u4e00\u9ed8\u8ba4\u6a21\u578b\u7f3a\u5931\uff0c\u5165\u53e3\u4f1a\u6539\u4e3a Download Required Models\u2026\uff1b\u5bf9\u8bdd\u6846\u5217\u51fa\u7f3a\u5931\u6a21\u578b\u548c\u4e0b\u8f7d\u4f53\u79ef\uff0c\u786e\u8ba4\u540e\u53ea\u4e0b\u8f7d\u7f3a\u5931\u6a21\u578b\uff0c\u4e0d\u4f1a\u91cd\u88c5 Environment \u6216\u91cd\u590d\u4e0b\u8f7d\u5df2\u5c31\u7eea\u5185\u5bb9\u3002</p>"},{"location":"getting-started/installation/#_3","title":"\u786e\u8ba4\u5b89\u88c5\u5b8c\u6210","text":"<p>\u5b8c\u6210\u540e\u53ef\u4ee5\u7528\u4ee5\u4e0b\u65b9\u5f0f\u786e\u8ba4\uff1a</p> <ul> <li>AnyImage \u6269\u5c55\u504f\u597d\u8bbe\u7f6e\u4e2d\u7684 MoGe-2 ViT-S Normal\u3001BEN2 Base \u548c Real-ESRGAN General WDN x4v3 \u663e\u793a Ready\u3002</li> <li>\u9009\u4e2d Image Empty \u540e\uff0c\u53f3\u952e\u83dc\u5355\u5e95\u90e8\u663e\u793a AI Environment Settings\u2026\u3002</li> </ul> <p>\u70b9\u51fb Convert to Depth Plane\u3001Remove Background \u6216 Upscale \u65f6\uff0cAnyImage \u4f1a\u6839\u636e\u72b6\u6001\u8fdb\u5165 Set Up AI Environment\u2026 \u6216 Download Required Models\u2026\u3002\u666e\u901a Plane\u3001Image \u7f16\u8f91\u548c\u57fa\u7840 Cutout Surface / Balloon \u76f4\u63a5\u5728 Blender \u4e2d\u6267\u884c\u3002</p>"},{"location":"getting-started/installation/#_4","title":"\u4e0b\u4e00\u6b65","text":"<p>\u7ee7\u7eed\u9605\u8bfb\u4e94\u5206\u949f\u4e0a\u624b\uff0c\u7528\u4e00\u5f20\u56fe\u7247\u5b8c\u6210\u7b2c\u4e00\u6b21\u8f6c\u6362\u3002</p>"},{"location":"internals/","title":"\u5185\u90e8\u5b9e\u73b0\u603b\u89c8","text":"<p>AnyImage \u5728 Blender \u4e3b\u7ebf\u7a0b\u5904\u7406\u4ea4\u4e92\u3001\u50cf\u7d20\u7f16\u8f91\u548c\u6570\u636e\u521b\u5efa\uff0c\u901a\u8fc7 BlendJob \u628a\u6a21\u578b\u63a8\u7406\u4ea4\u7ed9\u72ec\u7acb Job Server\u3002</p> \u4e3b\u9898 \u5bf9\u5e94\u804c\u8d23 \u7a0b\u5e8f\u67b6\u6784 \u8fdb\u7a0b\u3001\u6ce8\u518c\u3001\u914d\u7f6e\u4e0e\u4e3b\u7ebf\u7a0b\u8fb9\u754c Common Blender \u4fa7\u56fe\u50cf\u3001\u624b\u52bf\u3001\u51e0\u4f55\u4e0e AI \u516c\u5171\u80fd\u529b Runtime \u4e0e Server Environment\u3001Job\u3001\u6a21\u578b\u4e0b\u8f7d\u4e0e Session \u751f\u547d\u5468\u671f Job \u4ea7\u7269 \u6587\u4ef6\u534f\u8bae\u3001\u76f8\u673a\u5750\u6807\u548c Blender \u6d88\u8d39\u65b9\u5f0f Operator \u7d22\u5f15 \u6309\u5b9e\u9645\u7528\u6237\u529f\u80fd\u67e5\u627e\u5b9e\u73b0 \u8282\u70b9\u8d44\u4ea7 \u8d44\u4ea7\u3001\u6e90\u7801\u804c\u8d23\u3001\u6784\u5efa\u548c\u9a8c\u8bc1 \u5f00\u53d1\u4e0e\u53d1\u5e03 \u6d4b\u8bd5\u7ec4\u7ec7\u3001\u5de5\u5177\u547d\u4ee4\u4e0e\u53d1\u5e03\u6d41\u7a0b <p>\u6e90\u7801\u4f4d\u4e8e <code>src/anyimage/</code>\uff0c\u5f00\u53d1\u5de5\u5177\u4f4d\u4e8e <code>tools/</code>\uff0c\u81ea\u52a8\u5316\u6d4b\u8bd5\u4f4d\u4e8e <code>tests/</code>\u3002\u6269\u5c55\u7ea7\u8bbe\u7f6e\u7531 <code>preferences.py</code> \u5b9a\u4e49\uff0c\u8fd0\u884c\u65f6\u8d44\u6e90\u7531 <code>runtime.py</code> \u63a5\u5165 BlendJob\u3002</p>"},{"location":"internals/architecture/","title":"\u7a0b\u5e8f\u67b6\u6784","text":"\u6a21\u5757 \u804c\u8d23 <code>__init__.py</code> \u6ce8\u518c\u7c7b\u578b\u3001\u5de5\u5177\u3001\u83dc\u5355\u3001\u5feb\u6377\u952e\u4e0e Runtime <code>menu.py</code>\u3001<code>panel.py</code> Image Empty \u4e0e Shader Image Texture \u4e0a\u4e0b\u6587\u83dc\u5355\u4e0e Job Server \u9762\u677f <code>preferences.py</code> \u6269\u5c55\u8bbe\u7f6e\u53ca\u8bfb\u53d6\u5165\u53e3 <code>properties.py</code> Scene \u624b\u52bf\u72b6\u6001\u3001\u6a21\u578b\u72b6\u6001\u67e5\u8be2\u3001\u679a\u4e3e\u4e0e Operator \u5c5e\u6027\u6784\u9020 <code>common/</code> Blender \u4fa7\u516c\u5171\u80fd\u529b <code>operators/</code> \u4ea4\u4e92\u3001\u4efb\u52a1\u53c2\u6570\u3001\u7ed3\u679c\u5bfc\u5165\u548c Undo <code>server/</code> \u72ec\u7acb\u73af\u5883\u5185\u7684\u5a92\u4f53\u5904\u7406\u3001\u63a8\u7406\u548c\u4ea7\u7269\u5199\u51fa"},{"location":"internals/architecture/#_2","title":"\u6ce8\u518c\u4e0e\u914d\u7f6e","text":"<p>\u6ce8\u9500\u5148\u5173\u95ed Runtime\u3001\u5feb\u6377\u952e\u4e0e\u5de5\u5177\uff0c\u518d\u79fb\u9664\u83dc\u5355\u548c Scene \u5c5e\u6027\uff0c\u6309 <code>CLASSES</code> \u9006\u5e8f\u6ce8\u9500\u7c7b\u578b\u3002\u8bbe\u5907\u3001\u5b58\u50a8\u76ee\u5f55\u3001\u6a21\u578b\u3001\u6750\u8d28\u663e\u793a\u9002\u914d\u548c\u529f\u80fd\u4e0a\u9650\u7edf\u4e00\u901a\u8fc7 <code>preferences.py</code> \u8bfb\u53d6\u3002</p> <p>Maximum AI Input Size \u9650\u5236\u6a21\u578b\u5206\u6790\u8f93\u5165\u548c Upscale \u53ef\u63d0\u4ea4\u6e90\u56fe\u7684\u957f\u8fb9\uff1bMaximum Frame Resolution \u9650\u5236 Frame \u8f93\u51fa\u957f\u8fb9\uff1bMinimum Relative Edge Length \u4e0e Boundary Padding \u63a7\u5236 Cutout \u7684\u7f51\u683c\u5bc6\u5ea6\u548c\u8f6e\u5ed3\u8fb9\u754c\u91c7\u6837\u3002</p>"},{"location":"internals/architecture/#_3","title":"\u6267\u884c\u8fb9\u754c","text":"<pre><code>flowchart TD\n    A[Operator \u5728\u4e3b\u7ebf\u7a0b\u8bfb\u53d6 Blender \u6570\u636e] --&gt; B[\u51c6\u5907\u8f93\u5165\u6587\u4ef6]\n    B --&gt; C[request \u8fd4\u56de\u666e\u901a\u5b57\u5178]\n    C --&gt; D[BlendJob \u961f\u5217\u6267\u884c Server Job]\n    D --&gt; E[\u6a21\u578b\u4e0e\u5a92\u4f53\u5904\u7406\u5199\u5165 Job \u76ee\u5f55]\n    E --&gt; F[\u4e3b\u7ebf\u7a0b response \u52a0\u8f7d\u7ed3\u679c]\n    F --&gt; G[\u63d0\u4ea4 Image \u6216 Object \u4fee\u6539\u53ca Undo]\n    G --&gt; H[\u6e05\u7406\u4e34\u65f6\u8f93\u5165]</code></pre> <p>Plane\u3001Frame\u3001Mask\u3001Rectify \u548c\u65e0\u9700 AI \u7684 Cutout \u5728 Blender \u5185\u6267\u884c\u3002Server \u7684 <code>jobs/</code> \u7f16\u6392\u4efb\u52a1\uff0c<code>models/</code> \u8d1f\u8d23\u6a21\u578b\u9002\u914d\uff0c<code>geometry/</code> \u5904\u7406\u6df1\u5ea6\u4e0e\u6cd5\u7ebf\u4ea7\u7269\u3002Server \u6a21\u5757\u901a\u8fc7\u5185\u90e8\u76f8\u5bf9\u5bfc\u5165\u5171\u4eab\u80fd\u529b\uff0cBlender \u4fa7\u901a\u8fc7 <code>common/</code> \u590d\u7528\u3002</p> <p>MoGe-2 \u4e0e MoGe-3 \u8f93\u51fa\u7edf\u4e00\u4e3a <code>GeometryFrame</code>\uff1a\u5305\u542b Depth\u3001Validity\u3001Intrinsics\uff0c\u4ee5\u53ca\u6309\u9700\u63d0\u4f9b\u7684 Normal \u548c Points\u3002\u4ea7\u7269\u5199\u5165\u5668\u6d88\u8d39\u540c\u4e00\u4e2a Frame\uff0c\u4fdd\u6301\u6df1\u5ea6\u3001\u6cd5\u7ebf\u548c\u76f8\u673a\u6570\u636e\u4e00\u81f4\u3002\u53c2\u89c1 Runtime \u4e0e \u4ea7\u7269\u534f\u8bae\u3002</p>"},{"location":"internals/common/","title":"Blender \u516c\u5171\u80fd\u529b","text":"<p><code>src/anyimage/common/</code> \u6309\u4e1a\u52a1\u804c\u8d23\u63d0\u4f9b\u516c\u5171\u51fd\u6570\uff0c\u8c03\u7528\u65b9\u4ece\u5bf9\u5e94\u6a21\u5757\u76f4\u63a5\u5bfc\u5165\u3002</p> \u6a21\u5757 \u804c\u8d23\u4e0e\u4e3b\u8981\u5165\u53e3 <code>ai.py</code> \u73af\u5883\u548c\u6a21\u578b\u5c31\u7eea\u68c0\u67e5\u3001\u8f93\u5165\u8def\u5f84\u6821\u9a8c\u3001<code>production_device()</code>\u3001<code>moge2_parameters()</code> \u4e0e\u5b89\u88c5 UI <code>image.py</code> <code>image_rgba()</code>\u3001Image User \u5e27\u8bbe\u7f6e\u8bfb\u53d6\u3001Job \u8f93\u5165\u51c6\u5907\u3001\u50cf\u7d20\u91c7\u6837\u3001\u7ed3\u679c Image \u548c <code>replace_empty_image()</code> <code>color_image.py</code> \u6750\u8d28\u989c\u8272\u4e0e AI \u5206\u6790\u8f93\u5165\u7684\u51c6\u5907\u548c\u6e05\u7406 <code>hdr_image.py</code> HDR \u53bb\u80cc\u666f\u5206\u6790\u8f93\u5165\u53ca\u6d6e\u70b9\u989c\u8272\u4fdd\u7559 <code>image_target.py</code> Image Empty \u4e0e Shader Image Texture \u7f16\u8f91\u76ee\u6807 <code>selection.py</code> <code>SelectionPath</code>\u3001<code>SelectionMask</code>\u3001non-zero winding \u6805\u683c\u5316\u4e0e Alpha \u4fee\u6574 <code>viewport.py</code> \u539f\u751f\u70b9\u9009\u3001\u5c4f\u5e55\u6295\u5f71\u3001<code>ImageGesture</code>\u3001Lasso / Brush / Polyline \u4e0e Overlay <code>depth.py</code> \u6df1\u5ea6\u56fe\u7247\u548c\u5143\u6570\u636e\u52a0\u8f7d\u3001\u76f8\u673a\u5750\u6807\u4e0e\u663e\u793a\u8303\u56f4\u7684\u5c3a\u5ea6\u6362\u7b97 <code>material.py</code> Image Layer\u3001Normal\u3001Alpha\u3001Shadeless \u4e0e Depth \u6750\u8d28 <code>object.py</code> Modifier \u8f93\u5165\u8bbe\u7f6e\u4e0e\u7ed3\u679c\u5bf9\u8c61\u6fc0\u6d3b\u3001\u6e90\u5bf9\u8c61\u66ff\u6362 <code>node.py</code> <code>node_asset_path()</code> \u4e0e <code>load_node_group()</code>"},{"location":"internals/common/#_1","title":"\u56fe\u50cf\u751f\u547d\u5468\u671f","text":"<p>\u4e1a\u52a1\u50cf\u7d20\u91c7\u7528 Top-down RGBA\uff0c<code>image_pixels()</code> \u4f7f\u7528 Blender \u50cf\u7d20\u987a\u5e8f\u3002\u9884\u4e58\u91c7\u6837\u7528\u4e8e\u6295\u5f71\u63d2\u503c\uff1b\u6587\u4ef6\u6216 Packed \u56fe\u50cf\u7684\u4e1a\u52a1\u8bfb\u53d6\u4fdd\u7559\u9690\u85cf RGB\u3002<code>ImageEditTarget</code> \u6821\u9a8c\u76ee\u6807\u8eab\u4efd\u540e\u7ecf <code>replace_empty_image()</code> \u6216 <code>replace_texture_image()</code> \u63d0\u4ea4\uff1a\u672a\u5171\u4eab\u7684 Image \u539f\u5730\u66ff\u6362\u5185\u5bb9\uff0c\u5171\u4eab\u65f6\u6539\u7528\u65b0\u7684 Image \u6570\u636e\u5757\uff0c\u5931\u8d25\u65f6\u56de\u6eda\u6e90\u6570\u636e\u3002</p> <p><code>prepare_image_input()</code> \u8fd4\u56de\u8def\u5f84\u53ca\u4e34\u65f6\u6807\u8bb0\uff1b<code>cleanup_image_input()</code> \u4e0e\u521b\u5efa\u65b9\u914d\u5bf9\u3002<code>color_image.py</code> \u7684 <code>prepare_material_color_input()</code> \u51c6\u5907\u6750\u8d28\u989c\u8272\uff0c<code>material_analysis_input()</code> \u63d0\u4f9b\u5206\u6790\u8f93\u5165\uff1bCutout \u6309\u51e0\u4f55 bounds \u88c1\u5207\u3002</p>"},{"location":"internals/common/#selection","title":"\u624b\u52bf\u4e0e Selection","text":"<pre><code>flowchart TD\n    A[\u539f\u751f\u5bf9\u8c61\u70b9\u9009] --&gt; B[ImageGesture \u51bb\u7ed3\u6e90\u56fe\u4e0e\u4ea4\u4e92\u72b6\u6001]\n    B --&gt; C[\u5c4f\u5e55\u8def\u5f84\u4e0e Overlay]\n    C --&gt; D[\u63d0\u4ea4\u65f6\u6295\u5f71\u5230\u56fe\u7247\u7a7a\u95f4]\n    D --&gt; E[SelectionPath]\n    E --&gt; F[\u5c40\u90e8 non-zero winding \u6805\u683c\u5316]\n    F --&gt; G[SelectionMask values \u4e0e bounds]\n    G --&gt; H[Mask Alpha \u8fd0\u7b97\u6216 Cutout \u5185\u5bb9\u8f6e\u5ed3]</code></pre> <p>Brush \u7684\u5706\u5f62\u5370\u8bb0\u548c\u8fde\u63a5\u6761\u7531 <code>brush_footprint_polygons()</code> \u751f\u6210\uff0c\u4f9b\u9884\u89c8\u4e0e\u63d0\u4ea4\u5171\u7528\u3002\u62d6\u52a8\u65f6\u7ef4\u62a4\u5c4f\u5e55\u8def\u5f84\u4e0e\u5c40\u90e8 Overlay\uff0c\u63d0\u4ea4\u65f6\u751f\u6210\u8986\u76d6\u503c\u3002Mask\u3001Rectify \u4e0e Cutout \u7684\u7a7a\u547d\u4e2d\u4fdd\u7559 active Image Empty\uff1b\u70b9\u4e2d\u53e6\u4e00\u5bf9\u8c61\u65f6\u5b8c\u6210\u539f\u751f\u9009\u62e9\u3002</p>"},{"location":"internals/common/#_2","title":"\u6750\u8d28\u3001\u8282\u70b9\u4e0e\u5bf9\u8c61","text":"<p><code>create_image_material()</code> \u6309 Shadeless\u3001Normal \u548c Depth \u7ec4\u5408\u8282\u70b9\u3001\u8fde\u63a5\u989c\u8272\u4e0e Alpha\uff1b\u6750\u8d28\u663e\u793a\u9002\u914d\u8bfb\u53d6\u5f53\u524d Preferences\u3002<code>set_modifier_input()</code> \u6309\u5b9e\u9645 RNA \u8f93\u5165\u5f62\u5f0f\u8bbe\u7f6e\u503c\uff0c<code>finalize_object_result()</code> \u5b8c\u6210\u7ed3\u679c\u5bf9\u8c61\u6fc0\u6d3b\u548c\u6e90\u5bf9\u8c61\u5904\u7406\u3002Image \u66ff\u6362\u8def\u5f84\u4fdd\u7559 Empty \u7684\u77e9\u9635\u3001\u663e\u793a\u5c3a\u5bf8\u3001\u504f\u79fb\u548c Image User \u5e27\u8bbe\u7f6e\u3002</p> <p>Geometry Nodes \u4ece <code>src/anyimage/assets/O_AnyImage.blend</code> \u6309\u516c\u5f00\u540d\u79f0\u52a0\u8f7d\u3002\u6784\u5efa\u4e0e\u5e03\u5c40\u804c\u8d23\u89c1\u8282\u70b9\u8d44\u4ea7\uff0c\u6df1\u5ea6\u5b57\u6bb5\u89c1Job \u4ea7\u7269\u3002</p>"},{"location":"internals/development/","title":"\u5f00\u53d1\u4e0e\u53d1\u5e03","text":"<p>\u4ed3\u5e93\u4f7f\u7528 CPython 3.11 \u4e0e <code>bpy==4.5.3</code> \u6d4b\u8bd5 Blender \u4ee3\u7801\uff1bAI Server \u4f7f\u7528 <code>runtime.py</code> \u58f0\u660e\u7684\u72ec\u7acb Python 3.12 Environment\u3002</p> <pre><code>uv sync\nuv run pytest\n</code></pre>"},{"location":"internals/development/#_2","title":"\u6d4b\u8bd5\u7ec4\u7ec7","text":"\u6d4b\u8bd5\u8303\u56f4 \u6587\u4ef6 \u6269\u5c55\u6ce8\u518c\u3001\u8bbe\u7f6e\u3001\u5b89\u88c5\u548c Job \u4ea4\u4e92 <code>test_addon_registration.py</code>\u3001<code>test_preferences.py</code>\u3001<code>test_ai_setup.py</code>\u3001<code>test_job_operator.py</code> Frame\u3001Mask\u3001Rectify\u3001Plane\u3001Cutout \u5bf9\u5e94 <code>test_*_tool.py</code>\u3001<code>test_*_operators.py</code> \u4e0e\u5bf9\u8c61\u3001\u6295\u5f71\u3001\u7f51\u683c\u6d4b\u8bd5 \u56fe\u50cf\u8eab\u4efd\u3001Alpha\u3001\u6750\u8d28\u4e0e Undo \u56fe\u50cf\u7f16\u8f91\u96c6\u6210\u3001\u5171\u4eab\u66ff\u6362\u3001\u6750\u8d28\u9002\u914d\u4e0e Undo \u6d4b\u8bd5 Server <code>test_job_server.py</code>\u3001<code>test_server_jobs.py</code>\u3001<code>test_input_validation.py</code>\u3001<code>test_geometry_artifacts.py</code> \u6a21\u578b <code>test_model_manager.py</code>\u3001\u4e0b\u8f7d\u3001\u63a8\u7406\u4e0e\u5404 ONNX \u6a21\u578b\u6d4b\u8bd5 \u8282\u70b9\u8d44\u4ea7 \u5e03\u5c40\u4e0e\u63a5\u53e3\u7b49\u4ef7\u3001\u51e0\u4f55\u6c42\u503c\u3001Cutout \u4e0e\u4e34\u65f6\u5c5e\u6027\u6e05\u7406 \u5de5\u5177\u4e0e\u5305\u534f\u8bae \u6269\u5c55 Manifest\u3001\u6253\u5305\u3001\u6a21\u578b\u540c\u6b65\u4e0e\u8282\u70b9\u542f\u52a8\u5668 <p>Blender Stub \u5171\u7528 <code>tests/support/blender.py</code>\uff1bServer \u548c\u5b9e\u9645 Blender \u51e0\u4f55 fixture \u6309\u4f7f\u7528\u8303\u56f4\u5b58\u653e\u5728\u5bf9\u5e94 support \u6a21\u5757\u3002\u6d4b\u8bd5\u547d\u540d\u63cf\u8ff0\u529f\u80fd\u3001\u89e6\u53d1\u6761\u4ef6\u4e0e\u53ef\u89c2\u5bdf\u7ed3\u679c\u3002</p>"},{"location":"internals/development/#_3","title":"\u53d1\u5e03\u547d\u4ee4","text":"\u547d\u4ee4 \u804c\u8d23 <code>uv run pack</code> \u751f\u6210 Windows\u3001macOS arm64\u3001Linux \u6269\u5c55\u5305 <code>uv run pack --prepare</code> \u4e3a\u672c\u673a\u540c\u6b65\u6269\u5c55 wheel \u4e0e Manifest <code>uv run node-group build</code> \u6784\u5efa\u3001\u9a8c\u8bc1\u8282\u70b9\u8d44\u4ea7\u5e76\u8fd0\u884c\u6d4b\u8bd5 <code>uv run model sync</code> \u51c6\u5907\u3001\u6821\u9a8c\u5e76\u4e0a\u4f20\u6a21\u578b\u58f0\u660e\u7684\u6587\u4ef6 <code>uv run docs -dev</code> \u672c\u5730\u9884\u89c8\u6587\u6863 <code>uv run docs</code> \u901a\u8fc7 Mike \u53d1\u5e03\u9879\u76ee\u7248\u672c\u5e76\u66f4\u65b0 latest <p><code>tools/pack.py</code> \u4ece <code>pyproject.toml</code> \u8bfb\u53d6\u4f9d\u8d56\uff0c\u6309\u5e73\u53f0\u4e0e Blender Python \u7248\u672c\u89e3\u6790 wheel\uff0c\u4f7f\u7528 Blender \u63d0\u4f9b\u7684 NumPy\u3002\u4ea7\u7269\u547d\u540d\u4e3a <code>AnyImage.v&lt;version&gt;.&lt;platform&gt;.zip</code>\uff0c\u5199\u5165 <code>dist/</code>\u3002\u672c\u5730 BlendJob wheel \u5185\u5bb9\u53d8\u5316\u540e\u8fd0\u884c <code>uv lock --refresh</code>\uff0c\u5e76\u6838\u5bf9\u9501\u6587\u4ef6\u3001Manifest \u4e0e\u6253\u5305\u6d4b\u8bd5\u3002</p> <p><code>tools/models/cli.py</code> \u6839\u636e\u6a21\u578b\u76ee\u5f55\u9009\u62e9\u4e0a\u6e38 ONNX \u6216\u672c\u5730\u5bfc\u51fa\u6d41\u7a0b\uff1b<code>tools/models/exports.py</code> \u5904\u7406\u5bf9\u5e94 PyTorch \u6743\u91cd\u5bfc\u51fa\u3002\u6587\u4ef6\u6821\u9a8c\u4f9d\u636e\u58f0\u660e\u5927\u5c0f\u548c SHA-256\uff0c\u4e0a\u4f20\u4f7f\u7528\u9010\u6587\u4ef6\u590d\u5236\u3002<code>uv run model prepare</code> \u7528\u4e8e\u672c\u5730\u51c6\u5907\u3002</p>"},{"location":"internals/development/#ci","title":"CI \u4e0e\u6587\u6863\u5bfc\u822a","text":"<pre><code>flowchart TD\n    A[main push\u3001Pull Request \u6216\u624b\u52a8\u89e6\u53d1] --&gt; B[test.yml \u8fd0\u884c\u6d4b\u8bd5]\n    C[v \u524d\u7f00 Tag] --&gt; D[build.yml \u6d4b\u8bd5\u3001\u6253\u5305\u5e76\u53d1\u5e03 ZIP]\n    E[main \u6587\u6863\u8def\u5f84\u53d8\u5316\u6216\u624b\u52a8\u89e6\u53d1] --&gt; F[docs.yml \u6784\u5efa\u7ad9\u70b9\u5e76\u90e8\u7f72\u5230 Cloudflare Workers]</code></pre> <p>\u7ad9\u70b9\u5bfc\u822a\u7531 <code>mkdocs.yml</code> \u663e\u5f0f\u7ef4\u62a4\uff0c\u9875\u9762\u79fb\u52a8\u65f6\u540c\u6b65\u5bfc\u822a\u548c\u76f8\u5bf9\u94fe\u63a5\u3002\u8282\u70b9\u8d44\u4ea7\u7684\u811a\u672c\u804c\u8d23\u53ca\u68c0\u67e5\u5165\u53e3\u89c1\u8282\u70b9\u8d44\u4ea7\u3002</p>"},{"location":"internals/node-assets/","title":"\u8282\u70b9\u8d44\u4ea7","text":""},{"location":"internals/node-assets/#_2","title":"\u8d44\u4ea7\u6e05\u5355","text":"<p>\u8282\u70b9\u7ec4\u7531 <code>tools/nodes/groups/</code> \u4e2d\u7684\u6784\u5efa\u6a21\u5757\u5b9a\u4e49\u3002</p> \u8282\u70b9\u7ec4 \u6784\u5efa\u6a21\u5757 <code>O Image Plane</code> <code>image_plane.py</code> <code>O Image Depth Plane</code> <code>image_depth_plane.py</code> <code>O Image Relief Plane</code> <code>image_relief_plane.py</code> <code>O Image Cutout</code> <code>image_cutout.py</code> <code>O Image Depth Cutout</code> <code>image_depth_cutout.py</code> <code>O Image Cutout Symmetry</code> <code>image_cutout_symmetry.py</code> <code>O Image Layer</code> <code>image_layer.py</code> <code>O Image Depth Layer</code> <code>image_depth_layer.py</code> <code>O Shadeless</code> <code>shadeless.py</code> <code>O Image Depth Panorama</code> <code>image_depth_panorama.py</code>"},{"location":"internals/node-assets/#_3","title":"\u6784\u5efa\u8282\u70b9\u8d44\u4ea7","text":"<p>\u751f\u4ea7\u8282\u70b9\u7ec4\u7531 <code>uv run node-group build</code> \u6784\u5efa\u5230 <code>src/anyimage/assets/O_AnyImage.blend</code></p> <p>\u8282\u70b9\u7ec4\u89c4\u5219\uff1a</p> <ul> <li>\u5b57\u6bb5\u9ed8\u8ba4\u76f4\u63a5\u8fde\u63a5\uff0c\u591a\u4e2a\u6d88\u8d39\u8005\u53ef\u590d\u7528\u540c\u4e00\u8f93\u51fa\uff1b\u6309\u6d88\u8d39\u4f4d\u7f6e\u7684\u51e0\u4f55\u3001\u57df\u3001\u7c7b\u578b\u548c\u8f93\u5165\u5c5e\u6027\u7248\u672c\u9a8c\u8bc1\u6c42\u503c\u7b49\u4ef7\u6027</li> <li>\u6240\u6709\u51e0\u4f55\u8282\u70b9\u3001\u5d4c\u5957\u7ec4\u53ca\u6d4b\u8bd5\u8f85\u52a9\u56fe\u7981\u6b62\u4f7f\u7528 Capture Attribute\uff1b\u6784\u5efa\u5b9a\u4e49\u548c\u4fdd\u5b58\u8d44\u4ea7\u9012\u5f52\u68c0\u67e5 Capture \u4e3a\u96f6</li> <li>\u57df\u8f6c\u6362\u4f7f\u7528 Evaluate on Domain \u6216\u660e\u786e\u57df\u7684\u91c7\u6837\u8282\u70b9\u8868\u8fbe\uff1b\u8de8\u51e0\u4f55\u53d8\u5316\u4f18\u5148\u8c03\u6574\u6d88\u8d39\u987a\u5e8f\u6216\u5728\u6e90\u51e0\u4f55\u4e0a\u91c7\u6837\uff0c\u660e\u786e\u7d22\u5f15\u5bf9\u5e94\u5173\u7cfb</li> <li>Store Named Attribute \u7528\u4e8e\u5b9e\u9645\u547d\u540d\u534f\u8bae\u6216\u4ecd\u9700\u8de8\u51e0\u4f55\u53d8\u5316\u4fdd\u5b58\u7684\u6700\u5c11\u6570\u636e\uff0c\u9010\u9879\u660e\u786e\u540d\u79f0\u3001\u7c7b\u578b\u3001\u57df\u3001Selection\u3001\u5199\u5165\u9636\u6bb5\u3001\u6d88\u8d39\u8005\u53ca\u5fc5\u8981\u6027\uff1b\u5185\u90e8\u4e34\u65f6\u5c5e\u6027\u4f7f\u7528 <code>_o_</code> \u524d\u7f00\uff0c\u5728\u6700\u540e\u6d88\u8d39\u8005\u4e4b\u540e\u7528\u901a\u914d\u7b26 <code>_o_*</code> \u6e05\u7406\uff0c\u4fdd\u7559 UV\u3001\u7528\u6237\u5c5e\u6027\u548c\u5916\u90e8\u534f\u8bae\u5c5e\u6027\u3002\u6e05\u7406\u5fc5\u987b\u8d70 <code>remove_attribute_pattern</code>\uff1a\u6309\u7cbe\u786e\u540d\u79f0\u5220\u9664\u65f6\uff0c\u82e5\u67d0\u4e2a\u51e0\u4f55\u5206\u652f\u4ece\u672a\u5199\u5165\u8be5\u5c5e\u6027\uff0cRemove Named Attribute \u4f1a\u62a5\u51fa\u7f3a\u5931\u8b66\u544a</li> <li>Group Input \u6309\u533a\u57df\u91cd\u590d\u653e\u7f6e\uff0c\u901a\u8fc7\u5b57\u6bb5\u6392\u5217\u548c\u5fc5\u8981\u7684 Reroute \u4fdd\u6301\u8fde\u7ebf\u53ef\u8bfb\uff0c\u9690\u85cf\u672a\u4f7f\u7528\u8f93\u51fa\uff1b\u5b58\u50a8\u987b\u6709\u6570\u636e\u751f\u547d\u5468\u671f\u4f9d\u636e</li> <li>\u6784\u5efa\u9636\u6bb5\u901a\u8fc7\u660e\u786e\u7684\u8282\u70b9\u6216 socket \u5f15\u7528\u63a5\u7ebf</li> <li>\u4fdd\u7559\u8282\u70b9\u9ed8\u8ba4 <code>name</code> \u548c\u6807\u9898\uff0c\u4e0d\u7528 <code>label</code> \u8986\u76d6\uff0c\u4e0d\u7528 String \u8282\u70b9\u6ce8\u89e3\u3002Frame \u4ec5\u7528\u4e8e\u786e\u6709\u5305\u88f9\u8bed\u4e49\u7684\u533a\u57df</li> <li>\u5168\u63a5\u7ebf\u7684\u7b80\u5355\u6570\u5b66\u8fd0\u7b97\u53ef\u6298\u53e0\uff1b\u9700\u8981\u9605\u8bfb\u7684\u5e38\u6570\u3001\u8fd0\u7b97\u57df\u548c\u6a21\u5f0f\u4fdd\u6301\u53ef\u89c1</li> <li>\u6bd4\u8f83\u7edf\u4e00\u7528 Compare \u8282\u70b9\u5e76\u6309\u64cd\u4f5c\u6570\u6570\u636e\u7c7b\u578b\u9009\u62e9\u8f93\u5165\uff0c\u5e03\u5c14\u8fd0\u7b97\u7edf\u4e00\u7528 Boolean Math\uff0c\u4e0d\u7528 Math \u8282\u70b9\u505a\u6bd4\u8f83\u3001\u4e5f\u4e0d\u7528\u6570\u503c\u4e58\u6cd5\u4ee3\u66ff\u5e03\u5c14\u8fd0\u7b97\uff1b\u6750\u8d28\u6811\u4e0d\u652f\u6301\u8fd9\u4e24\u4e2a\u8282\u70b9\uff0c\u4ecd\u7528 Math</li> <li>\u4fee\u6539\u5668 Geometry Nodes \u7684\u8f93\u5165 socket \u9ed8\u8ba4\u4f7f\u7528 <code>SINGLE</code></li> <li>socket <code>subtype</code> \u6309\u4e1a\u52a1\u8bed\u4e49\u8bbe\u7f6e\uff1a\u957f\u5ea6\u7528 <code>DISTANCE</code>\uff0c<code>0\u20131</code> \u6bd4\u4f8b\u7528 <code>FACTOR</code>\uff0c<code>0\u2013100</code> \u7528 <code>PERCENTAGE</code>\uff1b\u65e0\u5bf9\u5e94\u8303\u56f4\u8bed\u4e49\u65f6\u4fdd\u7559\u9ed8\u8ba4</li> <li>\u63a5\u53e3\u6216\u5e03\u5c40\u53d8\u66f4\u987b\u9a8c\u8bc1 socket \u987a\u5e8f\u4e0e\u7ed3\u6784\u3001\u672a\u4f7f\u7528\u8f93\u51fa\u9690\u85cf\u53ca\u51e0\u4f55\u6c42\u503c\uff1b\u7eaf\u5e03\u5c40\u53d8\u66f4\u6bd4\u8f83\u8fd0\u7b97\u3001\u9ed8\u8ba4\u503c\u548c\u5b9e\u9645\u8fde\u63a5\uff0c\u786e\u8ba4\u529f\u80fd\u4e0d\u53d8</li> </ul>"},{"location":"internals/node-assets/#_4","title":"\u6784\u5efa\u8d44\u4ea7\u811a\u672c","text":"<p><code>tools/nodes/build.py</code> \u6309\u4f9d\u8d56\u987a\u5e8f\u6784\u5efa\u8d44\u4ea7\uff0c\u8c03\u7528 <code>arrangement/</code> \u7edf\u4e00\u6392\u5217\u51e0\u4f55\u8282\u70b9\u7ec4\u540e\u4fdd\u5b58\u3002<code>common/</code> \u63d0\u4f9b\u5171\u7528\u6784\u5efa\u51fd\u6570\uff1a<code>nodes.py</code> \u521b\u5efa\u63a5\u53e3\u4e0e\u8282\u70b9\uff0c<code>depth_surface.py</code>\u3001<code>cutout.py</code> \u7b49\u7ec4\u88c5\u51e0\u4f55\uff0c<code>shader.py</code> \u6784\u5efa\u6750\u8d28\u7740\u8272\u8282\u70b9\uff0c<code>material_slots.py</code> \u7ee7\u627f\u51e0\u4f55\u6750\u8d28\u69fd\uff1b<code>tools/nodes/preview/</code> \u5bfc\u51fa\u4ea4\u4e92\u9884\u89c8\u3002</p> <p>\u4fdd\u5b58\u540e\uff0c<code>check.py</code> \u5728\u72ec\u7acb Blender \u8fdb\u7a0b\u4e2d\u91cd\u65b0\u52a0\u8f7d\u8d44\u4ea7\u5e76\u505a\u57fa\u672c\u51e0\u4f55\u6c42\u503c\u3002\u63a5\u53e3\u3001\u9ed8\u8ba4\u503c\u548c\u8be6\u7ec6\u51e0\u4f55\u884c\u4e3a\u7531 <code>tests/</code> \u68c0\u67e5\u3002</p> <pre><code>uv run node-group build --blender \"/path/to/blender\"\nuv run node-group build --skip-tests\nuv run node-group check\nuv run node-group preview\n</code></pre> <p>\u811a\u672c\u6309 <code>--blender</code>\u3001\u73af\u5883\u53d8\u91cf <code>BLENDER_BIN</code>\u3001\u9879\u76ee <code>.env</code>\u3001<code>PATH</code> \u7684\u987a\u5e8f\u67e5\u627e Blender\u3002\u65e0\u6cd5\u81ea\u52a8\u627e\u5230\u65f6\uff0c\u5728\u9879\u76ee\u6839\u76ee\u5f55\u7684 <code>.env</code> \u4e2d\u914d\u7f6e\uff1a</p> <pre><code>BLENDER_BIN=\"/absolute/path/to/blender\"\n</code></pre>"},{"location":"internals/outputs/","title":"Job \u4ea7\u7269","text":"<p>Server \u5c06\u7ed3\u679c\u5199\u5165 Job \u76ee\u5f55\uff0c\u8fd4\u56de\u4ee5\u76f8\u5bf9\u6587\u4ef6\u540d\u4e3a\u503c\u7684\u5b57\u5178\u3002Blender \u4e3b\u7ebf\u7a0b\u901a\u8fc7 JobResult \u8bfb\u53d6\u6587\u4ef6\uff0c\u521b\u5efa\u6216\u66f4\u65b0 Image\u3001Mesh\u3001Material \u548c Object\u3002</p> Job \u6587\u4ef6 \u6d88\u8d39\u65b9 <code>remove-background</code> <code>foreground.png</code> \u6216 <code>alpha.npy</code> ImageEditTarget \u6216 HDR Alpha \u7f16\u8f91 <code>upscale-image</code> <code>upscale.png</code> \u56fe\u50cf\u66ff\u6362 <code>generate-depth-plane-geometry</code> <code>depth.exr</code>\u3001<code>depth.json</code> \u548c\u6cd5\u7ebf Depth / Relief Plane <code>generate-cutout-artifacts</code> \u6309\u8bf7\u6c42\u63d0\u4f9b\u6df1\u5ea6\u3001\u5143\u6570\u636e\u548c\u6cd5\u7ebf Cutout <code>generate-panorama-geometry</code> <code>depth.exr</code>\u3001<code>depth.json</code> Panorama"},{"location":"internals/outputs/#_1","title":"\u6df1\u5ea6\u4e0e\u6cd5\u7ebf\u534f\u8bae","text":"\u8fd4\u56de\u5b57\u6bb5 \u5185\u5bb9 <code>depth</code> float32 EXR\uff0c\u900f\u89c6\u4ea7\u7269 RGB \u4fdd\u5b58\u76f8\u673a\u7a7a\u95f4 XYZ\uff0cAlpha \u4fdd\u5b58\u6e90 Alpha \u00d7 \u6a21\u578b\u6709\u6548\u6027 <code>depth_metadata</code> JSON\uff0c\u5305\u542b <code>image_size</code> \u4e0e 3\u00d73 <code>intrinsics</code> <code>tangent_normal</code> <code>tangent-normal.png</code>\uff0c\u5207\u7ebf\u7a7a\u95f4\u6cd5\u7ebf <code>object_normal</code> <code>object-normal.png</code>\uff0c\u5bf9\u8c61\u7a7a\u95f4\u6cd5\u7ebf <pre><code>flowchart TD\n    A[\u6e90 RGB \u4e0e Alpha] --&gt; B[\u9650\u5c3a\u5bf8 RGB \u63a8\u7406]\n    B --&gt; C[GeometryFrame]\n    C --&gt; D[\u5199\u51fa\u6df1\u5ea6\u4e0e\u6cd5\u7ebf]\n    A --&gt; E[\u6e90 Alpha \u5199\u5165\u6709\u6548\u901a\u9053]\n    E --&gt; D\n    D --&gt; F[Blender \u52a0\u8f7d\u5e76 Pack]</code></pre> <p>\u53c2\u8003\u6df1\u5ea6\u7531 <code>common/depth.py</code> \u4ece\u4ea7\u7269\u8ba1\u7b97\uff1a\u5148\u6309 Alpha \u9608\u503c\u548c\u6709\u9650\u6b63\u6df1\u5ea6\u7b5b\u9009\u6837\u672c\uff0c\u5254\u9664\u8d85\u8fc7\u6837\u672c\u4e2d\u4f4d\u6570 1.1 \u500d\u7684\u8fdc\u5904\u80cc\u666f\uff0c\u518d\u53d6 95 \u5206\u4f4d\u6570\uff1b\u65e0\u53ef\u7528\u6837\u672c\u65f6\u8fd4\u56de\u57fa\u51c6\u503c\u3002\u52a0\u8f7d\u540e\u8bbe\u7f6e Non-Color \u548c CHANNEL_PACKED\u3002Depth Plane \u4f7f\u7528\u5bf9\u8c61\u7a7a\u95f4\u6cd5\u7ebf\uff0cRelief Plane \u4f7f\u7528\u5207\u7ebf\u7a7a\u95f4\u6cd5\u7ebf\u3002</p> <p>Panorama \u7684 EXR RGB \u4fdd\u5b58\u5f84\u5411\u8ddd\u79bb\uff0cAlpha \u4fdd\u5b58\u6e90 Alpha \u4e0e\u878d\u5408\u6709\u6548\u6027\uff1b\u5143\u6570\u636e\u5305\u542b <code>projection: equirectangular</code> \u548c <code>image_size</code>\u3002</p>"},{"location":"internals/outputs/#_2","title":"\u989c\u8272\u4e0e\u56fe\u50cf\u7f16\u8f91","text":"<p><code>common/color_image.py</code> \u4e3a Plane\u3001Panorama \u548c Cutout \u51c6\u5907\u72ec\u7acb\u7684\u6750\u8d28\u989c\u8272\u4e0e AI \u5206\u6790\u8f93\u5165\u3002Cutout \u4f7f\u7528 Selection bounds \u5185\u7684\u6e90\u56fe\uff1b\u7f51\u683c\u521b\u5efa\u65f6\u7ec4\u5408\u6e90 Alpha \u4e0e SelectionMask\u3002\u989c\u8272\u5206\u8fa8\u7387\u4e0e\u5206\u6790\u5c3a\u5bf8\u5206\u522b\u5904\u7406\u3002</p> <p><code>ImageEditTarget</code> \u7edf\u4e00 Image Empty \u548c Shader Image Texture \u7684\u7f16\u8f91\u76ee\u6807\u53ca\u5171\u4eab\u5f15\u7528\u3002HDR \u53bb\u80cc\u666f\u901a\u8fc7 <code>HdrBackgroundInput</code> \u4fdd\u7559 Blender \u6d6e\u70b9 RGB\uff0c\u5e76\u5e94\u7528 Server \u8fd4\u56de\u7684\u8fde\u7eed Alpha\u3002</p>"},{"location":"internals/runtime/","title":"Job Runtime \u4e0e Server","text":"<p><code>runtime.py</code> \u914d\u7f6e BlendJob <code>JobRuntime</code> \u548c\u72ec\u7acb Python 3.12 Environment\u3002<code>server/app.py</code> \u6ce8\u518c Job\uff0c<code>model_manager.py</code> \u7ba1\u7406\u6a21\u578b\u6587\u4ef6\u4e0e\u7f13\u5b58 Session\u3002</p> <pre><code>flowchart TD\n    A[Operator request] --&gt; B[JobRuntime \u961f\u5217]\n    B --&gt; C[Server Job \u8c03\u7528\u5a92\u4f53\u4e0e\u6a21\u578b\u6a21\u5757]\n    C --&gt; D[\u5199\u5165 Job \u76ee\u5f55]\n    D --&gt; E[\u4e3b\u7ebf\u7a0b response \u5bfc\u5165\u7ed3\u679c]</code></pre> Job \u5b9e\u73b0\u4e0e\u7528\u9014 <code>download-model</code>\u3001<code>download-required-models</code> <code>app.py</code> \u4e0b\u8f7d\u5355\u4e2a\u6216\u7f3a\u5931\u6a21\u578b <code>remove-background</code> <code>jobs/remove_background.py</code> \u751f\u6210\u900f\u660e\u524d\u666f\u6216\u8fde\u7eed Alpha <code>upscale-image</code> <code>jobs/upscale.py</code> \u751f\u6210 2\u00d7 \u56fe\u50cf <code>generate-depth-plane-geometry</code> <code>jobs/depth_plane.py</code> \u751f\u6210\u6df1\u5ea6\u3001\u5143\u6570\u636e\u548c\u6cd5\u7ebf <code>generate-cutout-artifacts</code> <code>jobs/cutout.py</code> \u6309\u8bf7\u6c42\u751f\u6210\u6df1\u5ea6\u548c\u6cd5\u7ebf <code>generate-panorama-geometry</code> <code>jobs/panorama.py</code> \u751f\u6210\u5168\u666f\u5f84\u5411\u6df1\u5ea6 <p><code>media/</code> \u6821\u9a8c\u8f93\u5165\u56fe\u7247\u5e76\u9650\u5236\u5206\u6790\u5c3a\u5bf8\uff0cServer \u53ea\u5904\u7406\u9759\u6001\u56fe\u7247\u3002Job \u5728\u9636\u6bb5\u8fb9\u754c\u68c0\u67e5\u53d6\u6d88\uff0c\u901a\u8fc7 <code>context.progress()</code> \u8fd4\u56de\u8fdb\u5ea6\uff0cOperator \u6e05\u7406 Blender \u5bfc\u51fa\u7684\u4e34\u65f6\u8f93\u5165\u3002</p> <p><code>geometry/prediction_artifacts.py</code> \u7f29\u653e\u6e90 RGB \u540e\u8fd0\u884c\u4e00\u6b21 MoGe\uff0c\u5c06\u540c\u4e00\u9884\u6d4b\u4ea4\u7ed9\u6df1\u5ea6\u3001\u6cd5\u7ebf\u548c\u5143\u6570\u636e\u5199\u5165\u5668\uff1b\u6e90 Alpha \u5199\u5165\u6df1\u5ea6\u4e0e\u6cd5\u7ebf\u4ea7\u7269\u7684\u6709\u6548\u901a\u9053\u3002\u53c2\u8003\u6df1\u5ea6\u7531 Blender \u4fa7\u6309\u4ea7\u7269 Alpha \u8ba1\u7b97\uff0c\u6587\u4ef6\u534f\u8bae\u89c1 Job \u4ea7\u7269\u3002</p>"},{"location":"internals/runtime/#_1","title":"\u6a21\u578b\u4e0e\u7f13\u5b58","text":"\u7528\u9014 \u6a21\u578b Session \u5206\u7c7b Depth \u4e0e Normal MoGe-2 ViT-S / ViT-B Normal\u3001MoGe-3 ViT-L geometry Remove Background BiRefNet Lite\u3001BEN2\u3001BiRefNet HR Matting background Upscale Real-ESRGAN WDN\u3001Real-ESRGAN x4plus\u3001HAT Sharper upscale <p><code>model_catalog.py</code> \u58f0\u660e\u6587\u4ef6\u6765\u6e90\u3001\u8bb8\u53ef\u3001\u5927\u5c0f\u548c SHA-256\uff1b<code>model_download.py</code> \u4e0b\u8f7d\u5e76\u6821\u9a8c\u3002ModelManager \u6309\u6a21\u578b\u8def\u5f84\u548c\u8bbe\u5907\u7f13\u5b58 Session\uff0c\u5207\u6362\u6a21\u578b\u6216\u8bbe\u5907\u65f6\u91ca\u653e\u5bf9\u5e94\u7c7b\u522b\u3002Clear Models \u6216\u5173\u95ed Server \u65f6\u91ca\u653e\u5df2\u52a0\u8f7d\u8d44\u6e90\u3002</p> <p>\u9996\u6b21\u5b89\u88c5\u901a\u8fc7 <code>post_install()</code> \u4e0b\u8f7d\u9ed8\u8ba4 MoGe-2 ViT-S Normal\u3001BiRefNet Lite \u4e0e Real-ESRGAN General WDN x4v3\u3002Storage Root \u9ed8\u8ba4 <code>~/.anyimage</code>\uff0c\u4fdd\u5b58\u73af\u5883\u3001\u6a21\u578b\u3001Job \u4ea7\u7269\u548c\u65e5\u5fd7\u3002\u8bbe\u7f6e\u5165\u53e3\u89c1 AI \u73af\u5883\u7ba1\u7406\u3002</p>"},{"location":"internals/operators/","title":"Operator \u5b9e\u73b0\u7d22\u5f15","text":"\u6e90\u7801\uff08\u76f8\u5bf9 <code>src/anyimage/</code>\uff09 \u529f\u80fd <code>operators/ai_setup.py</code> AI \u73af\u5883\u7ba1\u7406 <code>operators/clipboard_image/</code> \u526a\u8d34\u677f\u56fe\u7247 <code>operators/convert_to_plane/</code> Plane \u4e0e Depth Plane <code>operators/convert_to_panorama/</code> Panorama <code>operators/cutout_tool/</code> Cutout <code>operators/frame_tool/operators.py</code> Frame \u591a\u56fe\u5408\u6210 <code>operators/mask_tool.py</code> Mask Alpha \u7f16\u8f91 <code>operators/rectify_tool/operators.py</code> Rectify \u900f\u89c6\u6821\u6b63 <code>operators/remove_background.py</code> Remove Background <code>operators/upscale.py</code> Upscale <p>\u5355\u6587\u4ef6\u529f\u80fd\u6309\u4e1a\u52a1\u547d\u540d\uff1b\u590d\u6742\u529f\u80fd\u5305\u5728 <code>operators.py</code> \u5b9a\u4e49 Operator \u548c\u5165\u53e3\u534f\u8c03\u903b\u8f91\uff0c\u4ea4\u4e92\u5f0f\u5de5\u5177\u540c\u65f6\u5b9a\u4e49 WorkSpaceTool\uff0c\u5176\u4f59\u6a21\u5757\u627f\u8f7d\u5177\u4f53\u5b9e\u73b0\u3002\u5305\u7684 <code>__init__.py</code> \u6c47\u603b\u5bfc\u51fa\u4e0e <code>CLASSES</code> \u6ce8\u518c\u6e05\u5355\uff0c\u7c7b\u578b\u5728 <code>operators/__init__.py</code> \u548c\u6269\u5c55 <code>__init__.py</code> \u6c47\u603b\u6ce8\u518c\u3002AI Operator \u4f7f\u7528\u666e\u901a\u5b57\u5178\u63d0\u4ea4\u4efb\u52a1\uff0c\u5e76\u5728\u4e3b\u7ebf\u7a0b\u54cd\u5e94\u4e2d\u8bfb\u53d6\u6587\u4ef6\u548c\u4fee\u6539 Blender \u6570\u636e\u3002</p>"},{"location":"internals/operators/ai-setup/","title":"AI \u73af\u5883\u7ba1\u7406","text":"<p>AI \u73af\u5883\u7ba1\u7406\u4ece\u5f53\u524d\u5b89\u88c5\u72b6\u6001\u51fa\u53d1\uff0c\u8865\u9f50\u72ec\u7acb\u8fd0\u884c\u73af\u5883\u548c\u5fc5\u9700\u6a21\u578b\uff0c\u5e76\u63d0\u4f9b\u8bbe\u7f6e\u5165\u53e3\u4e0e\u6a21\u578b\u7f13\u5b58\u91ca\u653e\u64cd\u4f5c\u3002</p>"},{"location":"internals/operators/ai-setup/#_1","title":"\u6267\u884c\u8fc7\u7a0b","text":"<pre><code>flowchart TD\n    Entry[\"Set Up AI Server\"] --&gt; Status[\"\u8bfb\u53d6\u73af\u5883\u4e0e\u5fc5\u9700\u6a21\u578b\u72b6\u6001\"]\n    Status --&gt; Ready{\"\u662f\u5426\u5168\u90e8\u5c31\u7eea\uff1f\"}\n    Ready -- \"\u662f\" --&gt; Done[\"\u7ed3\u675f\"]\n    Ready -- \"\u5426\" --&gt; Environment{\"\u8fd0\u884c\u73af\u5883\u662f\u5426\u5c31\u7eea\uff1f\"}\n    Environment -- \"\u5426\" --&gt; Install[\"\u5b89\u88c5\u9694\u79bb Python \u73af\u5883\"]\n    Environment -- \"\u662f\" --&gt; Download[\"\u4e0b\u8f7d\u7f3a\u5931\u7684\u5fc5\u9700\u6a21\u578b\"]\n    Install --&gt; Download --&gt; Done</code></pre> <p><code>SetupAIEnvironment</code> \u662f\u7edf\u4e00\u5165\u53e3\u3002\u9996\u6b21\u4f7f\u7528\u65f6\u5148\u5b89\u88c5\u8fd0\u884c\u73af\u5883\uff0c\u518d\u4e0b\u8f7d\u9ed8\u8ba4\u6a21\u578b\uff1b\u73af\u5883\u5df2\u7ecf\u5b58\u5728\u65f6\uff0c\u53ea\u8865\u9f50\u7f3a\u5931\u6a21\u578b\u3002\u73af\u5883\u5b89\u88c5\u7531 Blender Operator \u542f\u52a8\uff0c\u6a21\u578b\u4e0b\u8f7d\u901a\u8fc7 Job Server \u6267\u884c\u3002</p>"},{"location":"internals/operators/ai-setup/#_2","title":"\u8282\u70b9\u8bf4\u660e","text":""},{"location":"internals/operators/ai-setup/#_3","title":"\u8bfb\u53d6\u72b6\u6001\uff0c\u9009\u62e9\u4e0b\u4e00\u6b65","text":"<p>\u5165\u53e3\u4f4d\u4e8e <code>src/anyimage/operators/ai_setup.py</code>\u3002<code>SetupAIEnvironment</code> \u901a\u8fc7 <code>properties.py</code> \u4e2d\u7684 <code>ai_status()</code> \u8bfb\u53d6\u73af\u5883\u548c\u6a21\u578b\u72b6\u6001\uff0c\u5e76\u6839\u636e\u7ed3\u679c\u7ed3\u675f\u3001\u5b89\u88c5\u73af\u5883\u6216\u8c03\u7528 <code>DownloadRequiredModels</code>\u3002\u5bf9\u8bdd\u6846\u540c\u65f6\u663e\u793a\u9884\u8ba1\u4e0b\u8f7d\u91cf\u548c\u7f3a\u5931\u6a21\u578b\u540d\u79f0\u3002</p> <p><code>runtime.py</code> \u63d0\u4f9b\u5f53\u524d Environment \u4e0e Server \u72b6\u6001\uff1bServer \u6b63\u5fd9\u65f6\u4e0d\u4f1a\u542f\u52a8\u65b0\u7684\u5b89\u88c5\u6d41\u7a0b\u3002<code>OpenAIEnvironmentSettings</code> \u6253\u5f00 AnyImage \u7684\u6269\u5c55\u9996\u9009\u9879\u3002</p>"},{"location":"internals/operators/ai-setup/#_4","title":"\u5b89\u88c5\u72ec\u7acb\u73af\u5883","text":"<p>\u73af\u5883\u5c1a\u672a\u5c31\u7eea\u65f6\uff0c<code>SetupAIEnvironment</code> \u8c03\u7528 Runtime \u6ce8\u518c\u7684\u5b89\u88c5 Operator\u3002<code>use_mirror</code> \u51b3\u5b9a uv\u3001Python \u548c\u5b89\u88c5\u5305\u7684\u4e0b\u8f7d\u6e90\uff0c\u6a21\u578b\u4f7f\u7528\u6a21\u578b\u76ee\u5f55\u4e2d\u58f0\u660e\u7684\u6765\u6e90\u3002</p> <p>\u5b89\u88c5\u5b8c\u6210\u540e\u901a\u8fc7 <code>post_install()</code> \u4e0b\u8f7d\u9ed8\u8ba4\u6a21\u578b\uff0c\u6a21\u578b\u4f9d\u8d56\u52a0\u8f7d\u4e8e\u72ec\u7acb Server \u73af\u5883\u3002</p>"},{"location":"internals/operators/ai-setup/#_5","title":"\u4e0b\u8f7d\u6a21\u578b","text":"<p><code>ai_setup.py</code> \u4e2d\u7684 <code>DownloadModel</code> \u5904\u7406\u5355\u4e2a\u6a21\u578b\uff0c<code>DownloadRequiredModels</code> \u5904\u7406\u9ed8\u8ba4\u5fc5\u9700\u6a21\u578b\u96c6\u5408\u3002\u4e24\u8005\u5148\u68c0\u67e5 Environment\u3001Blender Online Access \u548c\u6a21\u578b\u8bb0\u5f55\uff0c\u518d\u63d0\u4ea4 <code>download-model</code> \u6216 <code>download-required-models</code> Job\u3002</p> <p>Job \u5728 <code>server/app.py</code> \u6ce8\u518c\uff1b<code>server/model_catalog.py</code> \u4fdd\u5b58\u6a21\u578b\u540d\u79f0\u3001\u6587\u4ef6\u548c\u6765\u6e90\uff0c<code>server/model_download.py</code> \u4e0b\u8f7d\u5e76\u6821\u9a8c\u6587\u4ef6\uff0c<code>server/model_manager.py</code> \u7ba1\u7406\u6a21\u578b\u76ee\u5f55\u4e0e\u5df2\u52a0\u8f7d Session\u3002\u4e0b\u8f7d\u8fdb\u5ea6\u548c\u9519\u8bef\u901a\u8fc7\u540c\u4e00\u5957 BlendJob Runtime \u8fd4\u56de Blender\u3002</p>"},{"location":"internals/operators/ai-setup/#_6","title":"\u91ca\u653e\u6a21\u578b\u7f13\u5b58","text":"<p><code>ai_setup.py</code> \u4e2d\u7684 <code>ClearModels</code> \u8c03\u7528 <code>runtime.clear_resource(\"model_manager\")</code>\uff0c\u91ca\u653e Server \u4e2d\u5df2\u52a0\u8f7d\u7684\u6a21\u578b Session\u3002\u4e0b\u6b21\u63a8\u7406\u4ece\u6a21\u578b\u76ee\u5f55\u91cd\u65b0\u52a0\u8f7d Session\u3002</p>"},{"location":"internals/operators/clipboard-image/","title":"\u526a\u8d34\u677f\u56fe\u7247","text":"<p>\u526a\u8d34\u677f\u56fe\u7247\u4ece <code>Ctrl/Cmd + V</code> \u5f00\u59cb\uff0c\u628a\u64cd\u4f5c\u7cfb\u7edf\u4e2d\u7684\u56fe\u7247\u53d8\u6210 Packed Blender Image\uff0c\u5e76\u653e\u5230\u5f53\u524d\u7f16\u8f91\u5668\u652f\u6301\u7684\u4f4d\u7f6e\u3002</p>"},{"location":"internals/operators/clipboard-image/#_2","title":"\u6267\u884c\u8fc7\u7a0b","text":"<pre><code>flowchart TD\n    Paste[\"Ctrl/Cmd + V\"] --&gt; Priority{\"\u521a\u6267\u884c\u8fc7 Blender Copy\uff1f\"}\n    Priority -- \"\u662f\" --&gt; Native[\"\u4ea4\u56de\u539f\u751f Paste\"]\n    Priority -- \"\u5426\" --&gt; Read[\"\u8bfb\u53d6\u7cfb\u7edf\u56fe\u7247\"]\n    Read --&gt; Image[\"\u590d\u7528\u6216\u521b\u5efa Packed Image\"]\n    Image --&gt; Target{\"\u5f53\u524d\u7f16\u8f91\u5668\"}\n    Target --&gt; View[\"Reference / Plane\"]\n    Target --&gt; Node[\"Image Node\"]\n    Target --&gt; Paint[\"Brush Texture\"]</code></pre> <p>Windows \u5feb\u6377\u952e\u4f18\u5148\u5904\u7406 Blender \u81ea\u5df1\u7684 Copy/Paste\uff0c\u7cfb\u7edf\u526a\u8d34\u677f\u51fa\u73b0\u65b0\u7684\u56fe\u7247\u5185\u5bb9\u65f6 AnyImage \u63a5\u7ba1\u7c98\u8d34\uff1bmacOS \u548c Linux \u6ca1\u6709\u7cfb\u7edf\u526a\u8d34\u677f\u5e8f\u5217\u53f7\uff0c\u59cb\u7ec8\u7531 AnyImage \u5904\u7406\u7c98\u8d34\u3002</p>"},{"location":"internals/operators/clipboard-image/#_3","title":"\u8282\u70b9\u8bf4\u660e","text":""},{"location":"internals/operators/clipboard-image/#blender","title":"\u5224\u65ad\u662f\u5426\u4ea4\u7ed9 Blender","text":"<p><code>operators/clipboard_image/operators.py</code> \u5b9a\u4e49 <code>TrackNativeCopy</code>\u3001<code>PasteClipboardImage</code> \u548c 3D View\u3001Node Editor \u5feb\u6377\u952e\u3002<code>TrackNativeCopy</code> \u8bb0\u5f55 Blender Copy \u65f6\u7684\u7cfb\u7edf\u526a\u8d34\u677f\u5e8f\u5217\u53f7\uff1b\u7c98\u8d34\u65f6\u82e5\u5e8f\u5217\u53f7\u6ca1\u6709\u53d8\u5316\uff0c<code>PasteClipboardImage</code> \u8fd4\u56de <code>PASS_THROUGH</code>\uff0c\u8ba9 Blender \u7ee7\u7eed\u5904\u7406\u5bf9\u8c61\u6216\u8282\u70b9\u7c98\u8d34\u3002</p> <p>\u540c\u4e00\u6587\u4ef6\u968f\u540e\u8c03\u7528 <code>actions.target_for_context()</code> \u5224\u65ad\u5f53\u524d\u7f16\u8f91\u5668\u662f\u5426\u652f\u6301\u56fe\u7247\u843d\u70b9\u3002</p>"},{"location":"internals/operators/clipboard-image/#_4","title":"\u8bfb\u53d6\u7cfb\u7edf\u56fe\u7247","text":"<p><code>clipboard.py</code> \u8d1f\u8d23\u5e73\u53f0\u5dee\u5f02\u3002Windows \u4f9d\u6b21\u5c1d\u8bd5 PNG\u3001DIBV5 \u548c DIB\uff0cDIB \u8865\u6210 BMP\uff1bmacOS \u901a\u8fc7 <code>osascript</code> \u5bfc\u51fa PNG\uff1bLinux \u4f9d\u6b21\u5c1d\u8bd5 <code>wl-paste</code> \u548c <code>xclip</code> \u63d0\u4f9b\u7684\u56fe\u7247\u683c\u5f0f\u3002\u5404\u5e73\u53f0\u8f93\u51fa\u7edf\u4e00\u4e3a\u56fe\u7247\u5b57\u8282\u548c\u6269\u5c55\u540d\uff0c\u518d\u4ea4\u7ed9\u540e\u7eed\u6b65\u9aa4\u3002</p>"},{"location":"internals/operators/clipboard-image/#packed-image","title":"\u521b\u5efa\u6216\u590d\u7528 Packed Image","text":"<p><code>actions.py</code> \u5bf9\u56fe\u7247\u5185\u5bb9\u8ba1\u7b97 SHA-256\u3002\u76f8\u540c\u5185\u5bb9\u5df2\u7ecf\u7c98\u8d34\u8fc7\u65f6\u4f1a\u590d\u7528\u73b0\u6709 Packed Image\uff0c\u5426\u5219\u521b\u5efa\u65b0 Image \u5e76 Pack \u5230\u5f53\u524d <code>.blend</code>\uff0c\u907f\u514d\u4f9d\u8d56\u4e34\u65f6\u526a\u8d34\u677f\u6587\u4ef6\u3002</p>"},{"location":"internals/operators/clipboard-image/#_5","title":"\u653e\u5230\u5f53\u524d\u7f16\u8f91\u5668","text":"<p>\u843d\u70b9\u4ecd\u5728 <code>actions.py</code> \u4e2d\u5b8c\u6210\uff1a3D View \u521b\u5efa Reference \u6216 Plane\uff0cNode Editor \u521b\u5efa\u4e0e\u5f53\u524d\u8282\u70b9\u6811\u5339\u914d\u7684 Image \u8282\u70b9\uff0c\u7ed8\u5236\u6a21\u5f0f\u628a Image \u914d\u7f6e\u4e3a\u5f53\u524d\u753b\u7b14\u7684 Texture\u3002\u9f20\u6807\u4f4d\u7f6e\u548c\u89c6\u56fe\u4f4d\u7f6e\u4e5f\u5728\u8fd9\u91cc\u6362\u7b97\u3002</p> <p>Plane \u8def\u5f84\u8c03\u7528 <code>convert_to_plane/image_plane.py</code> \u521b\u5efa\u4e2d\u5fc3\u539f\u70b9\u57fa\u7840\u7f51\u683c\uff0c\u5e76\u4ece\u8282\u70b9\u8d44\u4ea7\u52a0\u8f7d <code>O Image Plane</code>\u3002<code>actions.py</code> \u521b\u5efa\u56fe\u50cf\u6750\u8d28\u5e76\u653e\u5165 Mesh \u7b2c <code>0</code> \u4e2a\u6750\u8d28\u69fd\uff0c\u8282\u70b9\u7ec4\u53ea\u751f\u6210\u51e0\u4f55\u3002</p>"},{"location":"internals/operators/convert-to-panorama/","title":"Panorama \u8f6c\u6362","text":"<p><code>operators/convert_to_panorama/</code> \u5c06\u9759\u6001\u7b49\u8ddd\u67f1\u72b6 Image Empty \u8f6c\u6362\u4e3a\u5f84\u5411\u6df1\u5ea6\u8868\u9762\uff0c\u63d0\u4ea4\u524d\u88c1\u526a\u51fa\u6700\u5927\u5c45\u4e2d 2:1 \u533a\u57df\u3002<code>operators.py</code> \u63d0\u4ea4\u4efb\u52a1\uff0c<code>object.py</code> \u5bfc\u5165\u5bf9\u8c61\uff0c<code>__init__.py</code> \u6c47\u603b\u5bfc\u51fa\u4e0e\u6ce8\u518c\u6e05\u5355\u3002</p> <pre><code>flowchart TD\n    A[\u51c6\u5907\u989c\u8272\u4e0e\u5206\u6790\u56fe] --&gt; B[generate-panorama-geometry]\n    B --&gt; C[\u91c7\u6837 12 \u4e2a\u900f\u89c6\u89c6\u56fe\u5e76\u63a8\u7406]\n    C --&gt; D[\u878d\u5408\u5f84\u5411\u8ddd\u79bb\u4e0e\u6709\u6548\u6027]\n    D --&gt; E[\u5199\u51fa depth.exr \u4e0e depth.json]\n    E --&gt; F[\u521b\u5efa\u6750\u8d28\u4e0e O Image Depth Panorama]</code></pre> <p>\u4efb\u52a1\u4f7f\u7528 Preferences \u9009\u62e9\u7684\u51e0\u4f55\u6a21\u578b\u3002\u6e90\u989c\u8272\u7531 Blender \u4fa7\u4fdd\u5b58\uff0cServer \u7684 <code>geometry/panorama.py</code> \u8d1f\u8d23\u89c6\u56fe\u91c7\u6837\u4e0e\u8ddd\u79bb\u878d\u5408\uff0c<code>jobs/panorama.py</code> \u7f16\u6392\u63a8\u7406\u548c\u4ea7\u7269\u5199\u5165\u3002</p>"},{"location":"internals/operators/convert-to-plane/","title":"Plane \u8f6c\u6362","text":"<p><code>operators/convert_to_plane/operators.py</code> \u63d0\u4f9b <code>ConvertToPlane</code>\u3001<code>ConvertToDepthPlane</code>\u3001<code>ConvertToReliefPlane</code> \u4e0e <code>GenerateDepthPlane</code>\u3002<code>object.py</code> \u5bfc\u5165\u5bf9\u8c61\u548c\u6750\u8d28\uff0c<code>image_plane.py</code> \u6784\u5efa\u57fa\u7840\u77e9\u5f62\u7f51\u683c\uff0c<code>__init__.py</code> \u6c47\u603b\u5bfc\u51fa\u4e0e\u6ce8\u518c\u6e05\u5355\u3002</p> <pre><code>flowchart TD\n    A[Image Empty] --&gt; B[\u51c6\u5907\u6750\u8d28\u989c\u8272]\n    B --&gt; C{\u8f6c\u6362\u7c7b\u578b}\n    C -- Plane --&gt; D[\u56db\u8fb9\u5f62\u4e0e O Image Plane]\n    C -- Depth \u6216 Relief --&gt; E[\u9759\u6001\u56fe\u63d0\u4ea4\u51e0\u4f55 Job]\n    E --&gt; F[\u52a0\u8f7d\u6df1\u5ea6\u3001\u5143\u6570\u636e\u4e0e\u6cd5\u7ebf]\n    F --&gt; G[\u5bf9\u5e94\u8282\u70b9\u4fee\u6539\u5668\u4e0e\u6750\u8d28]\n    D --&gt; H[\u521b\u5efa\u5bf9\u8c61\u5e76\u66ff\u6362\u6e90 Empty]\n    G --&gt; H</code></pre> <p>\u4e09\u79cd\u8f6c\u6362\u90fd\u53ea\u63a5\u53d7\u9759\u6001\u56fe\u7247\u3002\u57fa\u7840\u7f51\u683c\u4ee5\u5c40\u90e8\u4e2d\u5fc3\u4e3a\u539f\u70b9\uff0c\u5bf9\u8c61\u77e9\u9635\u8865\u507f\u6e90 Empty \u7684\u663e\u793a\u8303\u56f4\u3002</p> <p>Depth \u4e0e Relief \u4ece Preferences \u8bfb\u53d6\u51e0\u4f55\u6a21\u578b\u3001\u5206\u8fa8\u7387\u7ea7\u522b\u548c AI \u8f93\u5165\u4e0a\u9650\u3002<code>create_depth_plane_from_result()</code> \u5bfc\u5165\u4ea7\u7269\u5e76\u521b\u5efa\u4fee\u6539\u5668\u3002<code>O Image Depth Plane</code> \u4f7f\u7528\u76f8\u673a XYZ \u4e0e\u5bf9\u8c61\u7a7a\u95f4\u6cd5\u7ebf\u6784\u5efa\u6df1\u5ea6\u8868\u9762\uff1b<code>O Image Relief Plane</code> \u4f7f\u7528\u6df1\u5ea6 Z \u4e0e\u5207\u7ebf\u7a7a\u95f4\u6cd5\u7ebf\u6784\u5efa\u6d6e\u96d5\u3002</p> <p>\u8282\u70b9\u6784\u5efa\u89c1\u8282\u70b9\u8d44\u4ea7\uff0c\u6587\u4ef6\u534f\u8bae\u89c1Job \u4ea7\u7269\u3002</p>"},{"location":"internals/operators/cutout-tool/","title":"Cutout","text":"<p>Cutout \u5728\u9759\u6001 Image Empty \u4e0a\u5708\u5b9a Selection\uff0c\u6309\u8f6e\u5ed3\u521b\u5efa Flat\u3001Solid\u3001Depth Symmetry \u6216 Depth Solid\u3002\u5165\u53e3\u4f4d\u4e8e <code>operators/cutout_tool/operators.py</code>\uff0cShape \u83dc\u5355\u4f4d\u4e8e <code>interaction.py</code>\uff0c\u9884\u8bbe\u6807\u8bc6\u4e0e\u8282\u70b9\u7ec4\u5bf9\u5e94\u5173\u7cfb\u4f4d\u4e8e <code>shape.py</code>\u3002</p> <pre><code>flowchart TD\n    A[Lasso \u6216 Polyline \u63d0\u4ea4 SelectionPath] --&gt; B[\u9009\u62e9 Shape]\n    B --&gt; C[\u6805\u683c\u5316 SelectionMask \u5e76\u8bfb\u53d6\u6e90 RGBA]\n    C --&gt; D{\u9700\u8981 Depth \u6216 Normal\uff1f}\n    D -- \u662f --&gt; E[\u51c6\u5907 bounds \u77e9\u5f62 RGBA]\n    E --&gt; F[generate-cutout-artifacts]\n    F --&gt; G[\u52a0\u8f7d Depth\u3001Metadata \u4e0e Normal]\n    D -- \u5426 --&gt; H[\u6e90 Alpha \u4e0e SelectionMask \u7ec4\u5408]\n    G --&gt; H\n    H --&gt; I[\u8fb9\u754c\u6620\u5c04\u3001\u8f6e\u5ed3\u63d0\u53d6\u4e0e\u8d28\u91cf\u4e09\u89d2\u5316]\n    I --&gt; J[BaseShape \u4e0e o_balloon]\n    J --&gt; K[\u521b\u5efa\u6750\u8d28\u3001\u5bf9\u8c61\u4e0e\u5bf9\u5e94\u8282\u70b9\u4fee\u6539\u5668]</code></pre> \u9884\u8bbe \u8282\u70b9\u7ec4 AI \u4ea7\u7269 Flat <code>O Image Cutout</code>\uff0cThickness 0 \u53ef\u9009\u5207\u7ebf\u7a7a\u95f4\u6cd5\u7ebf Solid <code>O Image Cutout</code>\uff0cThickness 1 \u53ef\u9009\u5207\u7ebf\u7a7a\u95f4\u6cd5\u7ebf Depth Symmetry <code>O Image Depth Cutout</code> \u4e0e <code>O Image Cutout Symmetry</code> \u6df1\u5ea6\u4e0e\u5bf9\u8c61\u7a7a\u95f4\u6cd5\u7ebf Depth Solid <code>O Image Depth Cutout</code> \u6df1\u5ea6\u4e0e\u5bf9\u8c61\u7a7a\u95f4\u6cd5\u7ebf <p>Flat \u4e0e Solid \u53ef\u4ee5\u4e0d\u5e26 AI \u4ea7\u7269\u751f\u6210\uff1bDepth \u9884\u8bbe\u548c Normal Map \u9700\u8981\u5c31\u7eea\u7684\u51e0\u4f55\u6a21\u578b\uff0cShape \u83dc\u5355\u6309\u8be5\u72b6\u6001\u63d0\u4f9b\u9009\u9879\u3002</p>"},{"location":"internals/operators/cutout-tool/#_1","title":"\u8f6e\u5ed3\u4e0e\u7f51\u683c","text":"<p><code>geometry.py</code> \u4ece\u5185\u5bb9 Alpha \u63d0\u53d6\u8fde\u901a\u8f6e\u5ed3\u4e0e\u5b54\u6d1e\uff0c\u6309 Edge Length \u751f\u6210 <code>BaseShape</code>\u3002Edge Length \u662f\u4e16\u754c\u7a7a\u95f4\u7684\u7f51\u683c\u76ee\u6807\u8fb9\u957f\uff0cMinimum Relative Edge Length \u4f1a\u6309\u5185\u5bb9\u8303\u56f4\u63d0\u9ad8\u5176\u4e0b\u754c\u3002</p> <p><code>mesh.py</code> \u8d1f\u8d23\u8f6e\u5ed3\u5206\u79bb\u3001\u5b54\u6d1e\u5904\u7406\u3001\u8d28\u91cf\u4e09\u89d2\u5316\u548c\u8fb9\u754c\u652f\u6491\uff0c<code>polygon.py</code> \u63d0\u4f9b\u8f6e\u5ed3\u7b80\u5316\uff0c<code>tangle.py</code> \u662f\u968f\u5305\u5206\u53d1\u7684 Delaunay \u4e09\u89d2\u5316\u6838\u5fc3\u3002Fine Outline \u5c55\u5f00\u65f6\u4fdd\u7559\u5c0f\u5b54\u4e0e\u7ec6\u8282\u8f6e\u5ed3\uff0c\u5173\u95ed\u65f6\u586b\u6d1e\u5e76\u7b80\u5316\u3002</p> <p><code>balloon.py</code> \u8d1f\u8d23 Balloon Profile\uff0c\u6309 Preferences \u9009\u62e9 Poisson \u6216 Teddy\uff0c\u751f\u6210\u6240\u6709\u9884\u8bbe\u5171\u7528\u7684 POINT \u5c5e\u6027 <code>o_balloon</code>\u3002<code>boundary_padding.py</code> \u6309 Boundary Padding \u6cbf\u7ed3\u6784\u5185\u6cd5\u7ebf\u91cd\u91c7\u6837\u8f6e\u5ed3\u9644\u8fd1\u7684\u989c\u8272\u4e0e\u6df1\u5ea6\u3002</p>"},{"location":"internals/operators/cutout-tool/#ai","title":"AI \u4e0e\u5bf9\u8c61\u521b\u5efa","text":"<p>Server \u63a5\u6536 Selection bounds \u5185\u4fdd\u7559\u6e90 Alpha \u7684 RGBA\uff0c\u4e00\u6b21 MoGe \u63a8\u7406\u6309 <code>generate_depth</code> \u4e0e <code>normal_mode</code> \u8fd4\u56de\u4ea7\u7269\u3002\u6df1\u5ea6\u53c2\u8003\u533a\u57df\u4f7f\u7528\u6240\u9009 Alpha Threshold\uff0cNormal \u4f7f\u7528\u539f\u9884\u6d4b\uff1bMaximum AI Input Size \u53ea\u5f71\u54cd\u5206\u6790\u5206\u8fa8\u7387\u3002</p> <p><code>object.py</code> \u7684 <code>create_shape_object()</code> \u6d88\u8d39 BaseShape\u3001Color\u3001Depth \u548c Normal\uff0c\u52a0\u8f7d\u5bf9\u5e94\u8282\u70b9\u7ec4\u3002\u57fa\u7840\u7f51\u683c\u4f4d\u4e8e\u5c40\u90e8 XZ \u5e73\u9762\uff0c\u539a\u5ea6\u6cbf Y \u5c55\u5f00\uff1b\u5bf9\u8c61\u77e9\u9635\u628a\u7f51\u683c\u653e\u5165 Image Empty \u7684\u56fe\u7247\u5e73\u9762\uff0cDepth Symmetry \u989d\u5916\u53e0\u52a0\u5bf9\u79f0\u8282\u70b9\u7ec4\u4e0e\u65b9\u5411\u53c2\u6570\u3002Object Normal \u968f\u65b9\u5411\u540c\u6b65\u8f6c\u6362\u3002</p> <p>\u6750\u8d28\u4f7f\u7528 IOR 1.2\uff0c\u989c\u8272\u4e0e\u6cd5\u7ebf\u63a5\u5165 Image Layer\uff0c\u6cd5\u7ebf\u6309\u5207\u7ebf\u6216\u5bf9\u8c61\u7a7a\u95f4\u89e3\u91ca\u3002\u8282\u70b9\u8ba1\u7b97\u89c1\u8282\u70b9\u8d44\u4ea7\u3002</p>"},{"location":"internals/operators/frame/","title":"Frame \u591a\u56fe\u5408\u6210","text":"<p><code>operators/frame_tool/operators.py</code> \u5b9a\u4e49 <code>FrameImages</code> \u548c <code>FrameTool</code>\u3002<code>projection.py</code> \u8d1f\u8d23\u89c6\u56fe\u6295\u5f71\u3001\u4ea4\u53e0\u548c\u7ed3\u679c\u5e73\u9762\u5b9a\u4f4d\uff0c<code>compositing.py</code> \u8d1f\u8d23\u50cf\u7d20\u6df1\u5ea6\u6392\u5e8f\u4e0e\u8fb9\u754c\u8986\u76d6\u91c7\u6837\uff0c<code>__init__.py</code> \u5bfc\u51fa\u7c7b\u578b\u53ca\u6ce8\u518c\u6e05\u5355\u3002Frame \u5c06\u9009\u4e2d\u7684\u9759\u6001 Image Empty \u6309\u5f53\u524d\u89c6\u56fe\u5408\u6210\u4e3a\u4e00\u5f20\u56fe\u7247\u3002</p> <pre><code>flowchart TD\n    A[\u62d6\u51fa\u5c4f\u5e55\u77e9\u5f62] --&gt; B[\u51bb\u7ed3\u89c6\u56fe\u77e9\u9635\u5e76\u6536\u96c6\u9009\u4e2d\u9759\u6001\u56fe\u7247]\n    B --&gt; C[\u68c0\u67e5\u77e9\u5f62\u4e0e active \u56fe\u7247\u7684\u6709\u6548\u6295\u5c04\u4ea4\u96c6]\n    C --&gt; D[\u6309 Region \u4e0e Maximum Frame Resolution \u8ba1\u7b97\u8f93\u51fa\u5c3a\u5bf8]\n    D --&gt; E[\u89c2\u5bdf\u5c04\u7ebf\u6295\u5f71\u5230\u5404\u56fe\u7247\u5e73\u9762]\n    E --&gt; F[\u6309\u6837\u672c\u6df1\u5ea6\u4ece\u8fdc\u5230\u8fd1\u5408\u6210\uff0c\u7b49\u6df1\u5ea6 active \u4f18\u5148]\n    F --&gt; G[\u8fb9\u754c\u8986\u76d6\u91c7\u6837\u4e0e\u72ec\u7acb Alpha]\n    G --&gt; H[\u521b\u5efa Packed Image \u5e76\u590d\u7528 active Object]\n    H --&gt; I[\u5220\u9664\u5176\u4ed6\u53c2\u4e0e\u56fe\u7247\u5bf9\u8c61\u5e76\u63d0\u4ea4 Undo]</code></pre> <p>\u6b63\u4ea4\u89c6\u56fe\u63a5\u53d7\u6709\u9650\u6df1\u5ea6\uff0c\u900f\u89c6\u89c6\u56fe\u91c7\u6837\u89c2\u5bdf\u65b9\u5411\u524d\u65b9\u7684\u4ea4\u70b9\u3002\u4ea4\u53e0\u68c0\u67e5\u91c7\u7528\u8fde\u7eed\u6295\u5f71\u8303\u56f4\uff1b\u8f93\u51fa\u5c3a\u5bf8\u53d7 Region\u3001\u6700\u957f\u8fb9\u4e0a\u9650\u548c\u603b\u50cf\u7d20\u4e0a\u9650\u7ea6\u675f\u3002</p> <p>RGB \u4e0e Alpha \u5206\u522b\u7d2f\u8ba1\uff0c\u4fdd\u7559\u88ab Mask \u9690\u85cf\u7684\u6709\u6548\u989c\u8272\u3002\u8fb9\u754c\u4f7f\u7528\u8986\u76d6\u91c7\u6837\uff0c\u5185\u90e8\u590d\u7528\u76f4\u63a5\u91c7\u6837\uff0c\u907f\u514d\u9ed1\u8fb9\u548c\u4e0d\u5fc5\u8981\u7684\u6a21\u7cca\u3002\u7ed3\u679c\u5e73\u9762\u671d\u5411\u89c2\u5bdf\u8005\uff0c\u4f4d\u7f6e\u7531 active \u56fe\u7247\u7684\u6709\u6548\u6df1\u5ea6\u786e\u5b9a\u3002</p> <p>Frame \u4fdd\u7559 active \u5bf9\u8c61\u8eab\u4efd\u3001\u540d\u79f0\u548c Collection\uff1b\u56fe\u50cf\u66ff\u6362\u590d\u7528 Common \u7684\u5171\u4eab\u6570\u636e\u4e0e\u5931\u8d25\u6062\u590d\u903b\u8f91\u3002</p>"},{"location":"internals/operators/mask/","title":"Mask Alpha \u7f16\u8f91","text":"<p><code>operators/mask_tool.py</code> \u5b9a\u4e49 <code>EditImageAlpha</code> \u548c <code>MaskTool</code>\uff0c\u4f7f\u7528 <code>common/viewport.py</code> \u7684 <code>ImageGesture</code> \u7ba1\u7406 Lasso\u3001Brush \u4e0e Polyline\u3002</p> <pre><code>flowchart TD\n    A[\u51bb\u7ed3 Scene \u7684 Gesture\u3001Mode\u3001Radius] --&gt; B[\u5c4f\u5e55\u624b\u52bf\u4e0e Overlay]\n    B --&gt; C[\u5b8c\u6210\u540e\u6295\u5f71\u5e76\u751f\u6210\u8986\u76d6 M]\n    C --&gt; D[\u8bfb\u53d6\u6e90 RGBA]\n    D --&gt; E[\u6309\u6a21\u5f0f\u8ba1\u7b97 Alpha]\n    E --&gt; F[\u4fdd\u7559 RGB \u548c\u6e90\u753b\u5e03\u5c3a\u5bf8]\n    F --&gt; G[\u66ff\u6362 Packed Image \u5e76\u63d0\u4ea4\u4e00\u4e2a Undo]</code></pre> \u6a21\u5f0f \u6e90 Alpha A \u4e0e\u8986\u76d6 M \u7684\u7ed3\u679c Set <code>A \u00d7 M</code> Extend <code>max(A, M)</code> Subtract <code>A \u00d7 (1 \u2212 M)</code> <p>Brush \u62d6\u52a8\u65f6\u7ef4\u62a4\u7b80\u5316\u5c4f\u5e55\u8def\u5f84\u3001\u5706\u5f62\u5370\u8bb0\u4e0e\u8fde\u63a5\u6761\u7684\u5e76\u96c6\u9884\u89c8\uff1b\u91ca\u653e\u65f6\u4e00\u6b21\u751f\u6210\u56fe\u7247\u8986\u76d6\u3002Polyline \u4f7f\u7528\u9010\u70b9\u8def\u5f84\uff0c\u81f3\u5c11\u4e09\u4e2a\u70b9\u540e\u901a\u8fc7\u95ed\u5408\u5708\u3001\u53cc\u51fb\u6216 Enter \u5b8c\u6210\uff0cBackspace \u5220\u9664\u672b\u70b9\u3002</p> <p>\u7ed3\u679c\u4fdd\u7559 Empty \u7684\u8eab\u4efd\u3001\u77e9\u9635\u3001\u663e\u793a\u5c3a\u5bf8\u548c\u504f\u79fb\u3002\u5168\u900f\u660e\u7ed3\u679c\u6709\u6548\uff0c\u53d6\u6d88\u6216\u5207\u6362\u5de5\u5177\u6e05\u7406\u672a\u63d0\u4ea4\u7684 Overlay\uff1b\u5171\u4eab Image \u901a\u8fc7\u7edf\u4e00\u66ff\u6362\u5165\u53e3\u5206\u6d41\u3002</p>"},{"location":"internals/operators/rectify/","title":"Rectify \u900f\u89c6\u6821\u6b63","text":"<p><code>operators/rectify_tool/operators.py</code> \u5b9a\u4e49 <code>RectifyImagePerspective</code> \u4e0e <code>RectifyTool</code>\uff0c\u5c06\u56fe\u7247\u5185\u7684\u56db\u89d2\u533a\u57df\u6821\u6b63\u4e3a\u77e9\u5f62\u3002<code>geometry.py</code> \u8d1f\u8d23\u56db\u89d2\u9a8c\u8bc1\u4e0e\u50cf\u7d20\u6821\u6b63\uff0c<code>preview.py</code> \u8d1f\u8d23\u9884\u89c8\u56fe\u3001Overlay \u548c\u5bbd\u9ad8\u6bd4\u63a7\u5236\uff0c<code>__init__.py</code> \u5bfc\u51fa\u7c7b\u578b\u53ca\u6ce8\u518c\u6e05\u5355\u3002</p> <pre><code>flowchart TD\n    A[\u70b9\u9009\u56db\u89d2] --&gt; B[\u89c4\u8303\u4e3a\u51f8 Quad \u5e76\u68c0\u67e5\u56fe\u7247\u4ea4\u53e0]\n    B --&gt; C[512\u00d7512 \u9884\u89c8\u4e0e\u5bbd\u9ad8\u6bd4\u8c03\u6574]\n    C --&gt; D[\u6309\u50cf\u7d20\u5bc6\u5ea6\u548c\u8f93\u51fa\u4e0a\u9650\u786e\u5b9a\u5c3a\u5bf8]\n    D --&gt; E[\u5206\u5757 Homography \u4e0e\u9884\u4e58 Alpha \u63d2\u503c]\n    E --&gt; F[\u6309\u53ef\u89c1 Alpha \u88c1\u526a]\n    F --&gt; G[\u6620\u5c04 placement bounds \u5e76\u66ff\u6362 Packed Image]</code></pre> <p>\u56db\u89d2\u5141\u8bb8\u4efb\u610f\u70b9\u51fb\u987a\u5e8f\uff0c\u9000\u5316\u6216\u975e\u51f8\u8f93\u5165\u5728\u63d0\u4ea4\u524d\u6821\u9a8c\u3002\u9884\u89c8\u6839\u636e\u6e90\u989c\u8272\u7a7a\u95f4\u914d\u7f6e\u663e\u793a\uff0c\u50cf\u7d20\u91cd\u91c7\u6837\u590d\u7528 <code>common/image.py</code>\u3002\u8f93\u51fa\u6700\u957f\u8fb9\u4e0a\u9650 8192\uff0c\u603b\u50cf\u7d20\u4e0a\u9650 16,777,216\u3002</p> <p><code>replace_empty_image()</code> \u6839\u636e\u6821\u6b63\u533a\u57df\u7684 placement bounds \u8c03\u6574\u753b\u6846\uff0c\u4fdd\u7559\u6e90 Image \u540d\u79f0\u3001\u5bf9\u8c61\u8eab\u4efd\u548c\u5171\u4eab\u5f15\u7528\u8bed\u4e49\u3002</p>"},{"location":"internals/operators/remove-background/","title":"Remove Background","text":"<p><code>operators/remove_background.py</code> \u4ece Image Empty \u6216\u5f53\u524d Shader Image Texture \u51c6\u5907\u8f93\u5165\u3002<code>RemoveImageBackground</code> \u534f\u8c03\u8bbe\u7f6e\u4e0e\u8f93\u5165\uff0c<code>RunBackgroundRemoval</code> \u63d0\u4ea4 Job \u5e76\u5e94\u7528\u7ed3\u679c\u3002</p> <pre><code>flowchart TD\n    A[ImageEditTarget \u53d6\u5f97\u7f16\u8f91\u76ee\u6807] --&gt; B[\u51c6\u5907\u56fe\u50cf\u8f93\u5165]\n    B --&gt; C[remove-background Job]\n    C --&gt; D[\u6240\u9009\u80cc\u666f\u6a21\u578b\u751f\u6210\u524d\u666f Alpha]\n    D --&gt; E{\u8f93\u5165\u7c7b\u578b}\n    E -- \u666e\u901a\u56fe\u7247 --&gt; F[\u900f\u660e PNG \u524d\u666f]\n    E -- HDR --&gt; G[alpha.npy]\n    F --&gt; H[\u5e94\u7528\u7ed3\u679c\u4e0e Undo]\n    G --&gt; H</code></pre> <p><code>server/jobs/remove_background.py</code> \u8bfb\u53d6\u5355\u5f20\u8f93\u5165\u5e76\u8c03\u7528 <code>server/models/background.py</code>\uff0c\u652f\u6301 BiRefNet \u548c BEN2\u3002\u6a21\u578b\u524d\u666f Alpha \u4e0e\u6e90 Alpha \u5408\u6210\u3002</p> <p>\u666e\u901a\u7ed3\u679c\u901a\u8fc7 <code>ImageEditTarget</code> \u4fdd\u7559\u5171\u4eab\u56fe\u50cf\u5f15\u7528\u4e0e\u5e27\u8bbe\u7f6e\u3002HDR \u4f7f\u7528 <code>common/hdr_image.py</code> \u7684 <code>HdrBackgroundInput</code> \u51c6\u5907\u5206\u6790\u8f93\u5165\uff0c\u5e76\u5c06\u8fd4\u56de Alpha \u5e94\u7528\u4e8e\u539f\u6d6e\u70b9 RGB\u3002Operator \u8d1f\u8d23\u4e34\u65f6\u8f93\u5165\u6e05\u7406\u3002</p>"},{"location":"internals/operators/upscale/","title":"Upscale","text":"<p><code>operators/upscale.py</code> \u4ece Image Empty \u6216\u5f53\u524d Shader Image Texture \u751f\u6210 2\u00d7 \u7ed3\u679c\uff0c\u6e90\u56fe\u957f\u8fb9\u5fc5\u987b\u5c0f\u4e8e Maximum AI Input Size\u3002</p> <pre><code>flowchart TD\n    A[\u68c0\u67e5\u6e90\u56fe\u5c3a\u5bf8\u5e76\u51bb\u7ed3\u6a21\u578b\u8bbe\u7f6e] --&gt; B[\u51c6\u5907\u56fe\u7247\u8f93\u5165]\n    B --&gt; C[upscale-image \u5355\u5f20\u5904\u7406]\n    C --&gt; D[\u5206\u5757\u6267\u884c 4\u00d7 RGB \u63a8\u7406]\n    D --&gt; E[\u7edf\u4e00\u7f29\u653e\u4e3a\u6e90\u56fe 2\u00d7]\n    E --&gt; F[\u539f Alpha \u72ec\u7acb Lanczos \u7f29\u653e]\n    F --&gt; G[ImageEditTarget \u5e94\u7528\u7ed3\u679c\u5e76\u63d0\u4ea4 Undo]</code></pre> <p><code>server/models/upscale.py</code> \u5904\u7406\u8f93\u5165\u4e0a\u9650\u548c\u6700\u7ec8\u5c3a\u5bf8\uff0c<code>onnx_upscale.py</code> \u6267\u884c Real-ESRGAN \u4e0e HAT \u6a21\u578b\u3002ModelManager \u7ba1\u7406 Session\uff1bProvider \u8d44\u6e90\u9519\u8bef\u4f1a\u91ca\u653e\u5f53\u524d Session \u5e76\u8fd4\u56de\u5904\u7406\u5efa\u8bae\u3002</p>"}]}
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