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Add optimized ControlNeXt-SVD-v2 implementation with direct pose input support
FangSen9000 +1: Claude
Major improvements:
- Add run_controlnext_optimized.py with FP16 support, xformers, and GEGLU optimization
- Add direct pose video/images input to bypass DWPose extraction
- Implement smart output naming based on input filename
- Add ComfyUI-ControlNeXt-SVD reference implementation for analysis
- Update README with optimized inference examples
- Add easy_dwpose integration for pose extraction
- Generate example pose videos with text2pose system
Performance optimizations:
- Default FP16 precision for faster inference
- Memory-efficient attention with xformers
- Chunked VAE decoding to reduce memory usage
- GEGLU inplace operations for memory savings
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
