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PeterWang512/CNNDetection

A deep learning classifier for detecting images generated by CNNs such as StyleGAN.

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CNNDetection
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This repository contains the models, evaluation code, and training code from a CVPR 2020 paper on detecting CNN-generated images. It provides a pretrained binary classifier that distinguishes real photographs from synthetic images generated by GANs. The project includes tools for evaluating detection performance on various GAN architectures including StyleGAN2 and StyleGAN3.

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