feat(cutout_tool): Implement cutout region to shape functionality

- Added interaction helpers for cutout region validation and shape menu interaction.
- Created main operator for converting image regions into cutout shapes, including AI artifact generation.
- Introduced object creation logic for cutout shapes, handling depth and normal textures.
- Defined cutout shape identifiers and node groups for various shape types.
- Implemented depth texture writing and prediction artifact generation for MoGe-2.
- Developed server jobs for generating cutout artifacts, depth planes, and refining image regions.
- Added region refinement logic to enhance gesture masks using BEN2.

src/anyimage/server/jobs/depth_plane.py

@@ -0,0 +1,22 @@
+"""Generate model-space Z Depth and preserve color for one complete image."""
+
+from ..geometry.prediction_artifacts import generate_moge2_artifacts
+from ..media import copy_color_images, input_frames
+
+
+def run(context, parameters):
+    context.progress(0.05, "Preparing Depth Plane")
+    context.directory.mkdir(parents=True, exist_ok=True)
+    with input_frames(context, parameters) as images:
+        if len(images) != 1:
+            raise ValueError("Depth Plane currently supports one image")
+        copy_color_images(images, context.directory)
+        artifacts = generate_moge2_artifacts(
+            context,
+            parameters,
+            images[0],
+            depth_mode="Z",
+        )
+    context.check_cancelled()
+    context.progress(1.0, "Depth Plane data is ready")
+    return {key: path.name for key, path in artifacts.items()}