feat: Implement cutout tool and depth generation features

- Added a new cutout tool for selecting regions in images, allowing users to choose mesh shapes based on selected areas.
- Introduced depth generation capabilities for rasterized images, including normal data extraction.
- Created jobs for generating depth planes and region data, enhancing the AI data generation workflow.
- Developed a selection refinement process for cutout regions, improving accuracy in generated outputs.
- Established a new region module for handling rasterized image regions and their associated AI generation tasks.
- Enhanced node graph builders for asset generation, facilitating smoother integration of new features.

tools/node_assets/validate_cutout.py

@@ -13,7 +13,7 @@ sys.path.insert(
 
 from anyimage.operators.cutout_tool import node_assets as cutout_nodes
 from anyimage.operators.cutout_tool import shape_types as shapes
-from anyimage.operators.common.node_asset import (
+from anyimage.operators.common.mesh_result import (
     modifier_input_identifier,
     set_modifier_input,
 )
@@ -125,7 +125,7 @@ def main():
         "Smooth Iterations",
         "Cleanup",
         "Smooth",
-        "Reference Depth",
+        "Base Plane Depth",
         "Depth Direction",
         "Uniform Scale",
         "Depth Image",
@@ -138,7 +138,7 @@ def main():
             "Thickness",
             "Depth Scale",
             "Double Sided",
-            "Reference Depth",
+            "Base Plane Depth",
             "Depth Direction",
             "Uniform Scale",
             "Depth Image",
@@ -147,7 +147,7 @@ def main():
             "Geometry",
             "Thickness",
             "Depth Scale",
-            "Reference Depth",
+            "Base Plane Depth",
             "Uniform Scale",
             "Depth Image",
         ],
@@ -171,7 +171,7 @@ def main():
         "Thickness": set(shapes.CUTOUT_SHAPES),
         "Depth Scale": {"DEPTH_BALLOON", "DEPTH_SURFACE"},
         "Double Sided": {"DEPTH_BALLOON"},
-        "Reference Depth": {"DEPTH_BALLOON", "DEPTH_SURFACE"},
+        "Base Plane Depth": {"DEPTH_BALLOON", "DEPTH_SURFACE"},
         "Depth Direction": {"DEPTH_BALLOON"},
         "Uniform Scale": {"DEPTH_BALLOON", "DEPTH_SURFACE"},
         "Depth Image": {"DEPTH_BALLOON", "DEPTH_SURFACE"},
@@ -230,6 +230,15 @@ def main():
     )
     assert cleanup.default_value == 0.0
     assert cleanup.subtype == "NONE"
+    cleanup_scale = next(
+        link.to_node
+        for link in wrapper.links
+        if link.from_socket.name == "Cleanup"
+        and link.from_node.bl_idname == "NodeGroupInput"
+    )
+    assert cleanup_scale.bl_idname == "ShaderNodeMath"
+    assert cleanup_scale.operation == "MULTIPLY"
+    assert abs(cleanup_scale.inputs[1].default_value - 0.01) < 1e-7
     assert smooth.default_value == 1.0
     assert iterations.default_value == 0
     assert iterations.min_value == 0
@@ -341,7 +350,7 @@ def main():
         ("Depth Image", point_image),
         ("Depth Scale", 1.0),
         ("Uniform Scale", 1.0),
-        ("Reference Depth", 2.0),
+        ("Base Plane Depth", 2.0),
         ("Depth Direction", (0.0, 0.0, 1.0)),
     ):
         set_modifier_input(
@@ -392,7 +401,7 @@ def main():
         ("Depth Image", point_image),
         ("Depth Scale", 1.0),
         ("Uniform Scale", 1.0),
-        ("Reference Depth", 2.0),
+        ("Base Plane Depth", 2.0),
         ("Smooth Iterations", 0),
     ):
         set_modifier_input(