Submitted by Andreas Rössler.

Submission data

Full nameXception (FaceForensics++)
DescriptionXception network, using Dlib as face detection, trained on FaceForensics++ images compressed with h264 with a compression crf of 0, 23 and 40.
Publication titleFaceForensics++
Publication authorsAndreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner
Publication venuearxiv
Publication URLhttps://arxiv.org/pdf/1901.08971.pdf
Input Data TypesUses Face Detection
Programming language(s)Python, Pytorch
HardwareGeForce 1080TI
Websitehttps://www.niessnerlab.org/
Source code or download URLhttps://github.com/ondyari/FaceForensics
Submission creation date13 Mar, 2019
Last edited14 Mar, 2019

Binary Classification

InfoDeepfakesFace2FaceFaceSwapPristineTotal
permissive0.8820.7150.7180.7970.783