Analytic Catalog

This is a GAN Image detector for Faces. The generators focus is StyleGAN2 and its variants. The analytic always provides an evidence, regardless of score. The evidence is visual that shows the provided probe (aligned to StyleGAN2 requirements) and the closest image in StyleGAN2 latent space to this probe. A close visual similarity suggests the image is GAN generated while a difference suggests the image is real as it is hard to find a good fit in the latent space.

Supported media types: Image

Yaser Yacoob yaser@umiacs.umd.edu

Source code: https://gitlab.umiacs.umd.edu/yaser/gandetector-inversion

License: MIT License