CASIA-MFSD is a dataset for face anti-spoofing liveness detection. 50 volunteers participated in the data collection, and each volunteer recorded 12 videos under different resolutions and lighting conditions. The dataset has a total of 600 video recordings, of which 240 videos from 20 volunteers are used for training and 360 videos from 30 volunteers are used for testing.