ComfyUI Extension: ComfyUI_DeepFakeDefenders

Authored by smthemex

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ou can using DeepFakeDefenders in comfyUI to Prediction image is a DeepFake img or not.

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    README

    ComfyUI_DeepFakeDefenders

    You can using DeepFakeDefenders in comfyUI to Prediction image is a DeepFake img or not.

    from 1st place solution for The Global Multimedia Deepfake Detection (Image Track) by "JTGroup" team.

    DeepFakeDefenders From: link

    Update

    2024/09/13

    • Add the function of distinguishing images based on thresholds/增加根据阈值区分图片的功能
    • Unmatched image will get a empty output/如果没有匹配的图片,会得到一张带有文字提示的空输出。
    • Add image cropping function to better match the model/加入图片裁切,方法内置是512*512的分块,识别精度有轻微提升

    1.Installation

    In the ./ComfyUI /custom_node directory, run the following:

    git clone https://github.com/smthemex/ComfyUI_DeepFakeDefenders.git
    

    2.requirements

    For ComfyUI users, all libraries in the requirements file should be available. If not, please uncomment the # and reinstall

    pip install -r requirements.txt
    

    3 Need model

    download models 百度云 or google drive

    ├── ComfyUI/models/DeepFakeDefender
    |             ├── ema.state
    |             ├── weight.pth
    

    4 Example

    Notice,example img are all deepfake img,so we still need to improve recognition accuracy

    5 Citation

    This work is licensed under a link License
    DeepFakeDefenders From: link