FaceForensics++ Face Synthesis Dataset
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This is a forensics dataset that uses four automatic face-changing algorithms: Face2Face, FaceSwap, DeepFakes, and NeuralTextures to process 1,000 real video sequences.
The data comes from 977 YouTube videos, all of which contain a trackable and mostly unobstructed frontal face, making the generated faces as realistic as possible.
Example image:

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