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BiRefNet State Of The Art Newest Very Best Background Batch Remover APP
BiRefNet State Of The Art Newest Very Best Background Batch Remover APP
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Official repo : 
Official repo : 
link
https://github.com/ZhengPeng7/BiRefNet
https://github.com/ZhengPeng7/BiRefNet
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Download APP and installers from : 
Download APP and installers from : 
link
https://www.patreon.com/posts/109913645
https://www.patreon.com/posts/109913645
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Hugging Face Demo : 
Hugging Face Demo : 
resource
https://huggingface.co/spaces/ZhengPeng7/BiRefNet_demo
space
ZhengPeng7/BiRefNet_demo
https://huggingface.co/spaces/ZhengPeng7/BiRefNet_demo
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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.
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.
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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.
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.
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Click below to see how to set virtual RAM on Windows.
Click below to see how to set virtual RAM on Windows.
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link
https://www.windowscentral.com/how-change-virtual-memory-size-windows-10
https://www.windowscentral.com/how-change-virtual-memory-size-windows-10
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On Massed Compute A6000 GPU (31 cents per hour) you can very fast remove even very high res images backgrounds.
On Massed Compute A6000 GPU (31 cents per hour) you can very fast remove even very high res images backgrounds.
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Currently we have 1 click installers for RunPod, Massed Compute, Kaggle and Windows.
Currently we have 1 click installers for RunPod, Massed Compute, Kaggle and Windows.
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Windows Requirements
Windows Requirements
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Python 3.10, FFmpeg, Cuda 11.8, C++ tools and Git
Python 3.10, FFmpeg, Cuda 11.8, C++ tools and Git
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If it doesn't work make sure to below tutorial and install everything exactly as shown in this below tutorial
If it doesn't work make sure to below tutorial and install everything exactly as shown in this below tutorial
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link
https://youtu.be/-NjNy7afOQ0
https://youtu.be/-NjNy7afOQ0
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How To Use On Windows
How To Use On Windows
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Just extract files into like c:/BiRefNet_v1
Just extract files into like c:/BiRefNet_v1
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Double click Windows_Install.bat file and it will generate a isolated virtual environment and install requirements
Double click Windows_Install.bat file and it will generate a isolated virtual environment and install requirements
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It will automatically download models into your Hugging Face cache (best model under 1 GB)
It will automatically download models into your Hugging Face cache (best model under 1 GB)
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Then start and use the Gradio APP with Windows_Start_App.bat
Then start and use the Gradio APP with Windows_Start_App.bat
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Cloud How To Use
Cloud How To Use
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Massed Compute, RunPod has instructions txt files. Follow them
Massed Compute, RunPod has instructions txt files. Follow them
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Kaggle has all the instructions 1 by 1
Kaggle has all the instructions 1 by 1
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On Kaggle set resolution 1024x1024 or you will get out of memory error
On Kaggle set resolution 1024x1024 or you will get out of memory error
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 : https://huggingface.co/spaces/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
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