Submitted by Mayan Agarwal.

Submission data

Full nameYou Only Live Once (with voting Mechanism)
DescriptionIn this we train 4 individual models:
Original vs deepfake
Original vs FaceSwap
Original vs Face2Face
Original vs NeuralTextures

FInally, based on a voting mechanism, we determine if it is real/fake
Input Data TypesUses Face Detection
Programming language(s)Pytorch, CUDA
Hardware4x Tesla P100-PCIE-12GB Memory
Websitehttps://github.com/mayanagarwal/COM_COM_000166-Deepfake-Detection
Submission creation date9 Nov, 2020
Last edited30 Apr, 2021

Binary Classification v3

InfoDeepfakesFace2FaceFaceSwapNeuralTexturesPristineTotal
0.8550.6060.7090.5870.9160.796