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>
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✅ Repository Renamed Successfully!
Old Name: ComfyUI-Deep-Exemplar-based-Video-Colorization
New Name: ComfyUI-Reference-Based-Video-Colorization
New GitHub URL: https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization
🎯 Why the Rename?
The old name "Deep-Exemplar-based" was misleading because the repository now contains:
- Deep Exemplar (2019) - Original CVPR method
- ColorMNet (2024) - Modern ECCV method
- Multiple encoders - VGG19, DINOv2, CLIP
- Advanced post-processing - color-matcher, WLS, guided, bilateral
The new name "Reference-Based Video Colorization" accurately reflects that this is a general-purpose reference-based colorization toolkit with multiple methods.
📝 What Was Updated
All Documentation Files (29 occurrences across 10 files)
✅ README.md - Title and URLs updated ✅ CHANGELOG.md - Commit history link updated ✅ README_NEW.md - Title and URLs updated ✅ RELEASE_NOTES_v2.0.0.md - All references updated (8 occurrences) ✅ GITHUB_READY.md - All paths and URLs updated (5 occurrences) ✅ MIGRATION_GUIDE.md - Directory paths updated (3 occurrences) ✅ MODERN_COMPONENTS_GUIDE.md - Installation path updated ✅ ARCHITECTURE.md - Directory structure updated ✅ QUICKSTART.md - Installation path updated ✅ AUTO_INSTALLER_README.md - Installation path updated
Updated Elements
- ✅ Repository name in titles
- ✅ GitHub URLs (git clone, issues, discussions)
- ✅ Directory paths in code examples
- ✅ ComfyUI Manager entry (author, title, reference)
- ✅ Installation commands
- ✅ File path references
🚀 Next Step: Create GitHub Repository
Option 1: Create New Repository on GitHub
- Go to: https://github.com/new
- Repository name:
ComfyUI-Reference-Based-Video-Colorization - Description: Dual implementation of reference-based video colorization: ColorMNet (2024) + Deep Exemplar (2019) for ComfyUI
- Public repository
- DO NOT initialize with README (we already have one)
- Click "Create repository"
Option 2: Rename Existing Repository (If Already Pushed)
If you already pushed the old repository:
- Go to your repository settings
- Scroll to "Rename repository"
- Change to:
ComfyUI-Reference-Based-Video-Colorization - GitHub will automatically redirect old URLs
📦 Push to GitHub
After creating the repository, run these commands:
# Navigate to repository
cd "G:\AIART\AI_Image_Generators\Comfy_UI_V42\ComfyUI\custom_nodes\ComfyUI-Deep-Exemplar-based-Video-Colorization"
# If this is a new repository (never pushed before):
git remote add origin https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization.git
git branch -M main
# If you're updating an existing remote:
git remote set-url origin https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization.git
# Add all files
git add .
# Create commit
git commit -m "Repository rename: Reference-Based Video Colorization
Renamed from ComfyUI-Deep-Exemplar-based-Video-Colorization to ComfyUI-Reference-Based-Video-Colorization
Reason: Repository now contains multiple reference-based colorization methods:
- ColorMNet (2024) - Modern DINOv2-based approach
- Deep Exemplar (2019) - Classic CVPR method
- Multiple encoders (VGG19, DINOv2, CLIP)
- Advanced post-processing pipeline
The new name better reflects the general-purpose nature of the toolkit.
All documentation and URLs updated to:
https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization"
# Push to GitHub
git push -u origin main
✅ Verification Checklist
After pushing:
- Visit: https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization
- Verify README displays correctly
- Check that git clone URL works
- Test installation instructions
- Verify all documentation links work
- Check workflow images display
- Confirm ComfyUI Manager entry (if listed)
📊 Updated Repository Details
For ComfyUI Manager Submission
{
"author": "Jon Streeter",
"title": "ComfyUI Reference-Based Video Colorization",
"reference": "https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization",
"files": [
"https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization"
],
"install_type": "git-clone",
"description": "Dual implementation of reference-based video colorization: ColorMNet (2024) with DINOv2 features + Deep Exemplar (2019) CVPR method. Features 4 nodes (2 video, 2 image), auto-download models, progress bars, and performance reports. Transform B&W videos using color reference images!",
"nodename_pattern": "(ColorMNet|DeepExemplar)",
"pip": ["einops", "progressbar2", "gdown", "opencv-contrib-python"]
}
Repository Metadata
- Name: ComfyUI-Reference-Based-Video-Colorization
- Description: Dual implementation of reference-based video colorization: ColorMNet (2024) + Deep Exemplar (2019) for ComfyUI
- Topics:
comfyui,video-colorization,reference-based,colormnet,deep-exemplar,dinov2,clip,pytorch - License: MIT (with model-specific licenses in README)
🎉 Summary
✅ All 29 occurrences updated across 10 documentation files ✅ Repository name modernized to reflect general-purpose toolkit ✅ GitHub URLs consistent - all point to new repository name ✅ Ready to push - all files updated and ready for GitHub
New Repository URL: https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization
The repository is now properly named to reflect its true purpose: a comprehensive reference-based video colorization toolkit with multiple state-of-the-art methods! 🚀