Post
1884
BiRefNet State Of The Art Newest Very Best Background Batch Remover APP
Official repo : https://github.com/ZhengPeng7/BiRefNet
Download APP and installers from : https://www.patreon.com/posts/109913645
Hugging Face Demo : ZhengPeng7/BiRefNet_demo
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 below to see how to set virtual RAM on Windows.
https://www.windowscentral.com/how-change-virtual-memory-size-windows-10
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
https://youtu.be/-NjNy7afOQ0
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
Official repo : https://github.com/ZhengPeng7/BiRefNet
Download APP and installers from : https://www.patreon.com/posts/109913645
Hugging Face Demo : ZhengPeng7/BiRefNet_demo
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 below to see how to set virtual RAM on Windows.
https://www.windowscentral.com/how-change-virtual-memory-size-windows-10
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
https://youtu.be/-NjNy7afOQ0
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