Dataset from this repo contains only the first picture frames from videos of the publicy-available MSU-MSFD dataset
Pictures of the real faces are in the ./pics/real folder, and fake pictures are in the ./pics/attack
The 2 text files in the root directory, train_sub_list.txt and test_sub_list.txt, specify the client IDs chosen in the training set and testing set respectively. Clients that appear in one of the data sets (train or test) do not appear in the other set.
The original MSU-MFSD, from which pictures in this repo were extracted, is a presentation attack database which consists of videos of printed attacks, as well as replay attacks generated with a mobile phone and a tablet. The acquisition devices were a laptop and an Android phone.
If you want to use data from this repo, please, cite the authors of the original dataset:
D. Wen, A. K. Jain and H. Han: "Face Spoof Detection with Image Distortion Analysis", In IEEE Trans. Information Forensic and Security, 2015.