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ComfyDeploy: How ComfyUI_DeepFakeDefenders works in ComfyUI?

What is ComfyUI_DeepFakeDefenders?

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

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for ComfyUI_DeepFakeDefenders and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

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