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BiRefNet State Of The Art Newest Very Best Background Batch Remover APP

Added 2022-08-11 22:31:00 +0000 UTC

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BiRefNet is the very best state of the art newest published background removal open source model. It is way better than BRIA RMBG V1.4 that we knew as best.

Official repo : https://github.com/ZhengPeng7/BiRefNet

I have developed a very advanced Gradio APP for this with full proper file saving and batch processing. Also my version removes BG and saves as transparent background.

The APP uses huge VRAM for high resolution images. However it is still working uber fast even though using shared VRAM. So make sure that you have high RAM or set virtual RAM.

Click here to see how to set virtual RAM on Windows.

On Massed Compute A6000 GPU (31 cents per hour) you can very fast remove even very high res images backgrounds.

Currently we have 1 click installers for RunPod, Massed Compute, Kaggle and Windows.

Download zip file : BiRefNet_V3.zip

Windows Requirements

Python 3.10, FFmpeg, Cuda 11.8, C++ tools and Git
If it doesn't work make sure to below tutorial and install everything exactly as shown in this below tutorial
https://youtu.be/-NjNy7afOQ0
Who has fbgemm.dll error on Windows 11 the solutions posted below topic
https://github.com/Acly/krita-ai-diffusion/issues/965
Quick solution is as below (verified DLL)
Download this dll and copy it to your /windows/system32 folder. https://www.dllme.com/dll/files/libomp140_x86_64/00637fe34a6043031c9ae4c6cf0a891d/download

How To Use On Windows

Just extract files into like c:/BiRefNet_v1
Double click Windows_Install.bat file and it will generate a isolated virtual environment and install requirements
It will automatically download models into your Hugging Face cache (best model under 1 GB)
Then start and use the Gradio APP with Windows_Start_App.bat