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# ComfyUI-RMBG
A sophisticated ComfyUI custom node engineered for advanced image background removal and precise segmentation of objects, faces, clothing, and fashion elements. This tool leverages a diverse array of models, including RMBG-2.0, INSPYRENET, BEN, BEN2, BiRefNet, SDMatte models, SAM, SAM2 and GroundingDINO, while also incorporating a new feature for real-time background replacement and enhanced edge detection for improved accuracy.
A sophisticated ComfyUI custom node engineered for advanced image background removal and precise segmentation of objects, faces, clothing, and fashion elements. This tool leverages a diverse array of models, including RMBG-2.0, INSPYRENET, BEN, BEN2, BiRefNet, Lucida, SDMatte models, SAM, SAM2 and GroundingDINO, while also incorporating a new feature for real-time background replacement and enhanced edge detection for improved accuracy.
## News & Updates
- **2026/07/21**: Update ComfyUI-RMBG to **v3.1.0** ( [update.md](https://github.com/1038lab/ComfyUI-RMBG/blob/main/update.md#v310-20260721) )
![V3 1 0_nodes](https://github.com/user-attachments/assets/b11bb478-1a89-4d05-bd60-a50c9ebd2bbf)
- Added `Lucida` model to BiRefNet node — BiRefNet fine-tune for transparent objects, camouflage, text/logos, glow/VFX, and illustrations)
- Added `sensitivity` parameter to BiRefNet node
- **2026/01/01**: Update ComfyUI-RMBG to **v3.0.0** ( [update.md](https://github.com/1038lab/ComfyUI-RMBG/blob/main/update.md#v300-20260101) )
![V3 0 0_nodes](example_workflows/V3.0.0_nodes.jpg)
- **2025/12/09**: Update ComfyUI-RMBG to **v2.9.6** ( [update.md](https://github.com/1038lab/ComfyUI-RMBG/blob/main/update.md#v296-20251209) ) 
@@ -330,6 +335,16 @@ BIREFNET is a powerful model for image segmentation, offering:
- BiRefNet-HR-matting model (high resolution matting)
- BiRefNet_lite model (lightweight version for faster processing)
- BiRefNet_lite-2K model (lightweight version for 2K resolution)
## Lucida
Lucida is a [BiRefNet](https://github.com/ZhengPeng7/BiRefNet) fine-tune by [egeorcun](https://github.com/egeorcun/lucida) (MIT License), optimized for cases where general-purpose background removers fall apart:
- Semi-transparent objects (glass, reflections)
- Camouflaged subjects
- Text, logos, and typography with soft shadows
- Glow/VFX effects
- Illustrations and line art
- Print designs (stickers, tees)
- Original model: [egeorcun/lucida](https://huggingface.co/egeorcun/lucida)
## SAM
SAM is a powerful model for object detection and segmentation, offering:
@@ -366,6 +381,7 @@ GroundingDINO is a model for text-prompted object detection and segmentation, of
- BiRefNet-HR-matting model (high resolution matting)
- BiRefNet_lite model (lightweight version for faster processing)
- BiRefNet_lite-2K model (lightweight version for 2K resolution)
- Lucida model (BiRefNet fine-tune for transparent objects, camouflage, text/logos, glow/VFX, illustrations)
</details>
@@ -405,6 +421,7 @@ GroundingDINO is a model for text-prompted object detection and segmentation, of
- BEN: https://huggingface.co/PramaLLC/BEN
- BEN2: https://huggingface.co/PramaLLC/BEN2
- BiRefNet: https://huggingface.co/ZhengPeng7
- Lucida: https://huggingface.co/egeorcun/lucida
- SAM: https://huggingface.co/facebook/sam-vit-base
- GroundingDINO: https://github.com/IDEA-Research/GroundingDINO
- Clothes Segment: https://huggingface.co/mattmdjaga/segformer_b2_clothes