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Celeb-DF (v1): A New Dataset for DeepFake Forensics

Yuezun Li1, Xin Yang1, Pu Sun2, Honggang Qi2 and Siwei Lyu1
1 University at Albany, State University of New York, USA; 2 University of Chinese Academy of Sciences, China

Celeb-DF (v1) dataset contains real and DeepFake synthesized videos having similar visual quality on par with those circulated online. The Celeb-DF dataset includes 408 original videos collected from YouTube with subjects of different ages, ethic groups and genders, and 795 DeepFake videos synthesized from these real videos.

Video Demo

Video Demo of our dataset

Download

If you would like to access the Celeb-DF dataset, please fill out this form . The download link will be sent to you once the form is accepted. If you have any questions, please send email to deepfakeforensics@gmail.com

Please cite our paper in your publications if the Celeb-DF dataset is used in your research:

@inproceedings{Celeb_DF_cvpr20,
   author = {Yuezun Li, Xin Yang, Pu Sun, Honggang Qi and Siwei Lyu},
   title = {Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics},
   booktitle= {IEEE Conference on Computer Vision and Patten Recognition (CVPR)},
   year = {2020}
}

Dataset Structure

Celeb-DF
|--- Celeb-real # Celebrity videos downloaded from YouTube
|--- YouTube-real # Additional videos downloaded from YouTube
|--- Celeb-synthesis # Synthesized videos from Celeb-real
|--- List_of_testing_videos.txt