jonstreeter and Claude
6dda556567
Initial release: Reference-Based Video Colorization for ComfyUI
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Repository renamed from ComfyUI-Deep-Exemplar-based-Video-Colorization to ComfyUI-Reference-Based-Video-Colorization to better reflect the comprehensive nature of this toolkit.
## Major Features
### Dual Implementation
- ColorMNet (2024) - Modern DINOv2-based approach
- Deep Exemplar (2019) - Classic CVPR method
- 4 total nodes (2 video, 2 image)
### Modern Components
- Multiple feature encoders: VGG19, DINOv2 (ViT-S/B/L), CLIP (ViT-B)
- Advanced post-processing: color-matcher, WLS, guided, bilateral filters
- Silent auto-installer for dependencies (timm, CLIP, color-matcher)
- Comprehensive tooltips on all node parameters
### Performance Optimizations
- torch.compile support (15-25% speedup on PyTorch 2.0+)
- FP16 mixed precision support
- CUDA graphs compatibility handling
- Multiple memory modes for ColorMNet
## Bug Fixes
- Fix torch.compile CUDA graphs compatibility
- Fix ColorMNet model property assignment issue
- Remove unsupported disable_cudagraphs parameter
- Add proper error handling and graceful fallbacks
## Documentation
- Comprehensive user guides and technical documentation
- Performance optimization guides
- Migration guides
- Integration documentation
- Auto-installer documentation
All URLs updated to: https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude <noreply@anthropic.com >
2025-11-15 13:38:47 -06:00
