Exploring Non-local Property for GAN Generated Fake Face Detection

This is a PyTorch implementation of NAFID: A Non-local Attention based Fake Image Detection Network.

Requirements

• PyTorch >= 1.7.1
• Numpy >= 1.21.2
• torchvision >= 0.8.2
• advertorch >= 0.2.3

How to run

We include recommended configurations for reproducing our results for detecting StyleGAN2 face forgery in config.py. After specifying your own home directory, you can simply run python main.py to reproduce our results.