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 Ready for GitHub Push!
All GitHub URLs updated to: https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization
📝 Files Updated with Correct GitHub URL
Documentation Files
✅ README.md - Updated 2 occurrences
- Line 61: git clone command
- Line 349: existing issues link
✅ CHANGELOG.md - Updated 1 occurrence
- Line 173: commit history link
✅ README_NEW.md - Updated 3 occurrences
- Line 53: git clone command
- Line 307: GitHub Issues link
- Line 308: GitHub Discussions link
✅ RELEASE_NOTES_v2.0.0.md - Updated 5 occurrences
- Line 131: releases page link
- Line 184: git clone command
- Line 237: Full Changelog link
- Line 258: ComfyUI Manager reference
- Line 335: Discord announcement link
All placeholder URLs (YOUR_USERNAME, yourusername) have been replaced with jonstreeter
🎯 Next Steps - Push to GitHub
Step 1: Review Changes
cd "G:\AIART\AI_Image_Generators\Comfy_UI_V42\ComfyUI\custom_nodes\ComfyUI-Reference-Based-Video-Colorization"
# See what will be committed
git status
# Review specific file changes
git diff README.md
git diff CHANGELOG.md
Step 2: Add Files to Git
# Add all modified files
git add DeepExemplarColorizationNodes.py
git add README.md
git add __init__.py
git add models/
git add requirements.txt
# Add new core components
git add nodes.py
git add auto_installer.py
git add colormnet/
git add core/
git add post_processing/
git add models/feature_extractors/
# Add documentation
git add CHANGELOG.md
git add ARCHITECTURE.md
git add PERFORMANCE_OPTIMIZATIONS.md
git add MIGRATION_GUIDE.md
git add QUICKSTART.md
git add MODERN_COMPONENTS_GUIDE.md
git add COLORMNET_INTEGRATION_COMPLETE.md
git add INTEGRATION_COMPLETE.md
git add SILENT_AUTO_INSTALLER_COMPLETE.md
# Add workflows
git add Workflows/ColorizeVideoWorkflow.png
git add "Workflows/Colorize Video Workflow.json"
# Optional: Add technical docs (if you want them in the repo)
git add AUTO_INSTALLER_README.md
git add INTEGRATION_SUMMARY.md
git add MODULAR_ARCHITECTURE.md
git add PERFORMANCE.md
git add RELEASE_NOTES_v2.0.0.md
# Remove deleted file
git rm "Workflows/Basic Video Colorization Workflow.png"
Note: You may NOT want to add:
*_old_backup.pyfiles (backup files)*_new.pyfiles (backup files)requirements_old_backup.txt(backup).claude/directory (development files)nulfile (Windows temp file)dataset/,inference/,model/,util/directories (if they contain original research code not needed for ComfyUI)
Step 3: Create Commit
# Create comprehensive commit
git commit -m "Major update: Modern components integration with DINOv2, CLIP, and auto-installer
Features:
- Add modern feature encoders (DINOv2, CLIP) as alternatives to VGG19
- Add post-processing pipeline (color-matcher, WLS, guided, bilateral)
- Add silent auto-installer for dependencies (timm, CLIP, color-matcher)
- Add ColorMNet integration with modern components
- Add comprehensive tooltips to all node parameters
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:
- Add PERFORMANCE_OPTIMIZATIONS.md guide
- Add MODERN_COMPONENTS_GUIDE.md
- Add COLORMNET_INTEGRATION_COMPLETE.md
- Add INTEGRATION_COMPLETE.md
- Add SILENT_AUTO_INSTALLER_COMPLETE.md
- Update all GitHub URLs to jonstreeter profile
All URLs updated to: https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization"
Step 4: Push to GitHub
# Push to main branch
git push origin main
# If you want to create a tag for this version
git tag -a v2.1.0 -m "Modern components integration with DINOv2, CLIP, and auto-installer"
git push origin v2.1.0
📊 Current Repository Status
Modified Files (10)
- DeepExemplarColorizationNodes.py - torch.compile fixes
- README.md - Updated GitHub URLs
- __init__.py - Version updates
- models/ContextualLoss.py
- models/FrameColor.py
- models/GAN_models.py
- models/NonlocalNet.py
- models/vgg19_gray.py
- requirements.txt - Modern dependencies
New Files (Major Components)
- nodes.py - ColorMNet nodes with modern components
- auto_installer.py - Silent dependency installer
- colormnet/ - ColorMNet implementation
- core/ - Core utilities (device, logger, validation)
- post_processing/ - Post-processing pipeline
- models/feature_extractors/ - DINOv2, CLIP encoders
New Documentation (11 files)
- CHANGELOG.md
- ARCHITECTURE.md
- PERFORMANCE_OPTIMIZATIONS.md
- MIGRATION_GUIDE.md
- QUICKSTART.md
- MODERN_COMPONENTS_GUIDE.md
- COLORMNET_INTEGRATION_COMPLETE.md
- INTEGRATION_COMPLETE.md
- SILENT_AUTO_INSTALLER_COMPLETE.md
- AUTO_INSTALLER_README.md
- INTEGRATION_SUMMARY.md
New Workflows
- Workflows/ColorizeVideoWorkflow.png
- Workflows/Colorize Video Workflow.json
⚠️ Files to Exclude (Recommended)
Don't commit these backup/temp files:
# Add to .gitignore
echo "# Backup files" >> .gitignore
echo "*_old_backup.py" >> .gitignore
echo "*_new.py" >> .gitignore
echo "*_backup.txt" >> .gitignore
echo "requirements_old_backup.txt" >> .gitignore
echo "requirements_new.txt" >> .gitignore
echo ".claude/" >> .gitignore
echo "nul" >> .gitignore
echo "README_NEW.md" >> .gitignore
git add .gitignore
🎯 Quick Push Commands (Copy-Paste Ready)
# Navigate to repository
cd "G:\AIART\AI_Image_Generators\Comfy_UI_V42\ComfyUI\custom_nodes\ComfyUI-Reference-Based-Video-Colorization"
# Create .gitignore for backup files
echo "*_old_backup.py" >> .gitignore
echo "*_new.py" >> .gitignore
echo "*_backup.txt" >> .gitignore
echo ".claude/" >> .gitignore
echo "nul" >> .gitignore
echo "README_NEW.md" >> .gitignore
# Add essential files
git add DeepExemplarColorizationNodes.py README.md __init__.py models/ requirements.txt
git add nodes.py auto_installer.py colormnet/ core/ post_processing/ models/feature_extractors/
git add CHANGELOG.md ARCHITECTURE.md PERFORMANCE_OPTIMIZATIONS.md MIGRATION_GUIDE.md QUICKSTART.md
git add MODERN_COMPONENTS_GUIDE.md COLORMNET_INTEGRATION_COMPLETE.md INTEGRATION_COMPLETE.md SILENT_AUTO_INSTALLER_COMPLETE.md
git add Workflows/ .gitignore
git rm "Workflows/Basic Video Colorization Workflow.png"
# Create commit
git commit -m "Major update: Modern components integration with DINOv2, CLIP, and auto-installer
Features:
- Add modern feature encoders (DINOv2, CLIP)
- Add post-processing pipeline (color-matcher, WLS, guided, bilateral)
- Add silent auto-installer for dependencies
- Add ColorMNet integration with modern components
- Add comprehensive tooltips
Fixes:
- Fix torch.compile CUDA graphs compatibility
- Fix ColorMNet model property assignment
- Remove unsupported disable_cudagraphs parameter
Documentation:
- Add comprehensive guides and documentation
- Update all GitHub URLs to jonstreeter profile"
# Push to GitHub
git push origin main
✅ Verification Checklist
Before pushing:
- All GitHub URLs updated to jonstreeter
- No placeholder URLs (YOUR_USERNAME, yourusername) remain
- Documentation files updated
- Workflow files ready
- .gitignore created for backup files
- Files added to git staging
- Commit message prepared
- Ready to push
After pushing:
- Verify repository on GitHub
- Check that all files uploaded correctly
- Verify README displays correctly
- Test git clone command works
- Create GitHub release (optional)
🎉 Summary
Repository URL: https://github.com/jonstreeter/ComfyUI-Reference-Based-Video-Colorization
All documentation and references now point to your GitHub profile. The repository includes:
- Modern components integration (DINOv2, CLIP)
- Auto-installer for dependencies
- ColorMNet with modern features
- Comprehensive documentation
- Example workflows
Ready to push to GitHub! 🚀