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