Detail of the student project

List
Topic:Detekce a klasifikace deepfake obrázků
Department:Katedra kybernetiky
Supervisor:Ing. Vojtěch Franc, Ph.D.
Announce as:Bakalářská práce, Semestrální projekt
Description:The goal of this project is to design and implement method to detect and classify face images produced by neural generative models. The method should detect and recognize images from most publicly available models like StyleGANs, stable diffusion methods etc.
Bibliography:- Walker et al. Wavelet-packets for deepfake image analysis and detection. ECML 2022.
- Dolhansky et al. The DeepFake Detection Challenge (DFDC) Dataset. CVPR 2022.
Responsible person: Petr Pošík