Furkan Gözükara
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BiRefNet State Of The Art Newest Very Best Background Batch Remover APP
🕑 Added 2024-08-11 22:37:03 +0000 UTCBiRefNet 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.
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Official repo : https://github.com/ZhengPeng7/BiRefNet
Download APP and installers from : https://www.patreon.com/posts/109913645
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.
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
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
Cloud How To Use
Massed Compute, RunPod has instructions txt files. Follow them
Kaggle has all the instructions 1 by 1
On Kaggle set resolution 1024x1024 or you will get out of memory error
Comments
Furkan Gözükara
great
Philip Heggie
It's great Portrait weight works best for my difficult images
Furkan Gözükara
it totally depends on resolution of the image. just make sure you have high RAM or virtual RAM and it works great even when using shared VRAM
Umut Hasanoglu
How much Vram does it require?
