- Enhanced error handling with specific exception types in detector and interpolation nodes
- Reduced verbose console output in KeyPoint Denoiser components for cleaner operation
- Improved coordinate validation and array bounds checking in detector nodes
- Translated comments to English in params node for consistency
- Maintained core functionality while improving user experience
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Reorder parameters in anatomical sequence: body→face→hand→global
- Group body keypoints from head to legs (head→neck→shoulder→arm→torso→pelvis→leg)
- Group face keypoints from top to bottom (face_shape→eyebrow→eye→nose→mouth)
- Move face_shape_scale to top of face section as requested
- Clarify that eye_distance_scale belongs to face keypoints, not body
- Add clear section comments for better organization
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
Major improvements to ProportionChanger Reference node:
**WanVideo Algorithm Complete Port:**
- Implement all 15-section proportion calculations (neck, shoulders, arms, head, legs)
- Fix neck fixed movement issue with unified ratio calculation from first frame
- Add batch processing with consistent ratios across all frames
- Port noise reduction and correction processing from WanVideo
**Advanced Face Processing Integration:**
- Implement independent X/Y face scaling based on ear distance and face dimensions
- Add nose-to-chin height calculation for natural face proportions
- Perfect nose-to-nose alignment between body and face keypoints
- Fix face positioning issue (was aligned to chest/neck, now to nose)
**Technical Improvements:**
- Unified batch processing: calculate ratios from first frame, apply to all frames
- Complete final position offset implementation for frame consistency
- Enhanced canvas size scaling compatibility
- Robust fallback mechanisms for various keypoint configurations
Resolves neck movement issues, face scaling problems, and noise artifacts.
Face now perfectly aligns with body nose position across all frames.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Eye groups (Left_Eye, Right_Eye) now scale around their own face keypoint centroid
- Other face parts (eyebrow, mouth, nose) continue using nose tip as center
- Removed debug print statements for cleaner output
- Move Issue015 to closed folder
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Fix DWPose keypoint mapping based on actual data structure:
- LHip: 8→11, RHip: 11→8
- LKnee: 12→9, RKnee: 9→12
- LAnkle: 13→10, RAnkle: 10→13
- RBigToe: 18, LBigToe: 19
- Add ankle-based toe/heel scaling with natural leg proportion
- Implement hand keypoint following for wrist movement during arm scaling
- Clean up code comments to English and remove debug logs
- Update CLAUDE.md with correct keypoint indices and code comment policy
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
grmchn