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AnyImage/docs/internals/operators/upscale.md
nan 938d95db0f Add new functionality for image rectification and depth metadata handling
- Implemented a preview tool for rectifying images with interactive aspect controls in `preview.py`.
- Added tests for depth metadata loading to ensure consistent schema usage in `test_depth_metadata.py`.
- Developed comprehensive tests for cutout calibration processes in `test_cutout_calibration.py`, including stability checks and depth calibration.
- Created tests for frame compositing operations in `test_frame_compositing.py`, ensuring correct handling of depth and transparency.
- Introduced material slot inheritance functionality in `material_slots.py` to manage geometry material assignments.
- Built shared shader nodes for material processing in `shader.py`, including roughness and bump mapping setups.
2026-09-12 19:20:06 +08:00

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Upscale

operators/upscale.py 从 Image Empty 或当前 Shader Image Texture 生成 2× 结果。普通媒体支持单图、视频和序列帧。

flowchart TD
    A[检查源图尺寸并冻结模型设置] --> B[准备媒体输入]
    B --> C[upscale-image 逐帧处理]
    C --> D[分块执行 4× RGB 推理]
    D --> E[统一缩放为源图 2×]
    E --> F[原 Alpha 独立 Lanczos 缩放]
    F --> G[ImageEditTarget 应用结果并提交 Undo]

server/models/upscale.py 处理输入上限和最终尺寸,onnx_upscale.py 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。