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2024-11-29 17:48:26 -08:00
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- Added support for RMBG-2.0, INSPYRENET, and BEN models
- Implemented lazy loading for models (only downloads when first used)
![RMBGv1 2 0_node](https://github.com/user-attachments/assets/d36bc90b-8bbe-45af-906f-47503c7cbf61)
### Model Introduction
- RMBG-2.0 ([Homepage](https://huggingface.co/briaai/RMBG-2.0))
- RMBG-2.0 ([https://huggingface.co/briaai/RMBG-2.0](https://huggingface.co/briaai/RMBG-2.0))
- Latest version of RMBG model
- Excellent performance on complex backgrounds
- High accuracy in preserving fine details
- Best for general purpose background removal
- INSPYRENET ([Homepage](https://github.com/plemeri/InSPyReNet))
- INSPYRENET ([https://github.com/plemeri/InSPyReNet](https://github.com/plemeri/InSPyReNet))
- Specialized in human portrait segmentation
- Fast processing speed
- Good edge detection capability
- Ideal for portrait photos and human subjects
- BEN (Background Elimination Network) ([Homepage](https://huggingface.co/PramaLLC/BEN))
- BEN (Background Elimination Network) ([https://huggingface.co/PramaLLC/BEN](https://huggingface.co/PramaLLC/BEN))
- Robust performance on various image types
- Good balance between speed and accuracy
- Effective on both simple and complex scenes