ComfyUI node for training-free diffusion inpainting
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LanPaint offers a training-free diffusion inpainting solution for Stable Diffusion and Flux models, enabling precise and seamless image edits without requiring model fine-tuning. It's designed for users of ComfyUI seeking advanced inpainting capabilities, allowing for complete pixel replacement and character consistency generation.
How It Works
LanPaint introduces a novel "thinking mode" where the model iteratively aligns masked and unmasked image regions. This bidirectional evaluation ensures new content harmonizes with existing elements, leading to more coherent and accurate results than traditional methods that often "paint over" existing pixels.
Quick Start & Requirements
https://github.com/scraed/LanPaint.git
into ComfyUI/custom_nodes
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Maintenance & Community
Licensing & Compatibility
Limitations & Caveats
LanPaint requires binary masks (0 or 1 values) and may need parameter tuning for optimal results across different models and inpainting tasks. Compatibility issues with Flux Guidance and SD 3.5 are noted as areas for future improvement.
1 month ago
Inactive