ComfyUI-BiRefNet-Hugo

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Introduction

This repository wraps the latest BiRefNet model as ComfyUI nodes. Compared to the previous model, the latest model offers higher and better matting accuracy.

🔥🔥🔥 Update!!

• 2025/02/17: 🚀 Multiple versions of BiRefNet models are supported, such as BiRefNet 、BiRefNet_HR 、 BiRefNet-portrait .

Installation

Method 1:

1. Go to comfyUI custom_nodes folder, ComfyUI/custom_nodes/
2. git clone https://github.com/MoonHugo/ComfyUI-BiRefNet-Hugo.git
3. cd ComfyUI-BiRefNet-Hugo
4. pip install -r requirements.txt
5. restart ComfyUI

Method 2:

Directly download the node source package, then extract it into the custom_nodes directory, and finally restart ComfyUI.

Method 3：

Install through ComfyUI-Manager by searching for 'ComfyUI-BiRefNet-Hugo' and installing it.

Usage

The demo workflow placed in ComfyUI-BiRefNet-Hugo/workflow

Loading the model supports two methods: one is to automatically download and load a remote model, and the other is to load a local model. When loading a local model, you need to set 'load_local_model' to true and 'local_model_path' to the path where the local model is located, for example: H:\ZhengPeng7\BiRefNet.

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Model download address: https://huggingface.co/ZhengPeng7/BiRefNet/tree/main

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The use of workflow.json

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The use of video_workflow.json

Sample Result

Social Account Homepage

• Bilibili：My BILIBILI Homepage

Acknowledgments

Thanks to BiRefNet repo owner ZhengPeng7/BiRefNet

Some of the code references ZHO-ZHO-ZHO/ComfyUI-BiRefNet-ZHO Thanks!

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