Submitted by Andreas Rössler.

Submission data

Full nameRahmouni c40
DescriptionNetwork as in paper, evaluated on a 128x128 centered face crop of h264 compressed images with a compression crf of 40.

Face detection: dlib
Publication titleDistinguishing computer graphics from natural images using convolution neural networks
Publication authorsN. Rahmouni, V. Nozick, J. Yamagishi, and I. Echizen
Publication venueIEEE Workshop on Information Forensics and Security
Publication URLhttps://ieeexplore.ieee.org/document/8267647
Input Data TypesUses Face Detection
Programming language(s)Python, Keras
HardwareGeForce 1080ti
Submission creation date13 Mar, 2019
Last edited14 Mar, 2019

Binary Classification

InfoDeepfakesFace2FaceFaceSwapPristineTotal
0.6910.4010.4470.7090.607