How many videos are in the deepfake detection challenge?
Why is it so hard to detect deepfakes?
- One of the central unsolved challenges of detecting deepfakes is that it is hard to generalize from known examples to unfamiliar instances. We designed the DFDC with this in mind. To determine the winners, participants in the challenge submitted their code to a black box environment.
How many videos are there in previewpreview deepfake dataset?
- Preview deepfake dataset with 4,000 videos is released. Challenge launches with a new training corpus of 115,000 videos created for this challenge. A public leaderboard hosted by Kaggle enables participants to assess their performance.
What are deepfakes and Gans?
- Deepfakes are a recent off-the-shelf manipulation technique that allows anyone to swap two identities in a single video. In addition to Deepfakes, a variety of GAN-based face swapping methods have also been published with accompanying code.
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