Submitted by Nika Dogonadze.

Submission data

Full nameInception Resnet V1 pretrained on VGGFace2 face recognition
DescriptionInception Resnet V1 pretrained on VGGFace2 face recognition and fine-tuned on FaceForensics++ dataset of all manipulation videos and compression methods
Publication titleDeep Face Forgery Detection
Publication authorsNika Dogonadze, Jana Obernosterer
Publication venueAdvanced Deep Learning for Computer Vision Course at TUM
Publication URLhttps://arxiv.org/abs/2004.11804
Input Data TypesUses Face Detection
Programming language(s)Python, Pytorch
HardwareNvidia Tesla V100
Source code or download URLhttps://github.com/Megatvini/DeepFaceForgeryDetection
Submission creation date2 Feb, 2020
Last edited27 Apr, 2020

Binary Classification v3

InfoDeepfakesFace2FaceFaceSwapNeuralTexturesPristineTotal
permissive0.9360.8390.9030.8200.7500.809