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YZY-stack / DF40

Official repository for the next-generation deepfake detection dataset (DF40), comprising 40 distinct deepfake techniques, even the just released SoTAs. Our work has been accepted by NeurIPS 2024.
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Generators #23

Closed yermandy closed 5 days ago

yermandy commented 6 days ago

Hello, would it be possible to release codes for generating datasets, it would be helpful to have them to have more control over data generation?

YZY-stack commented 6 days ago

Hi, we have provided the codes for generating EFS data (link).

For other generators such FS and FR, please refer to Table 2 of the DF40 paper (link), where we have provided the official repos for each generation method.

Additionally, I found that the widely-used facefusion link is very easy to use. For FS methods, I highly recommend using facefusion for implementation.

yermandy commented 5 days ago

This is very helpful! Thank you for sharing links, the facefusion is indeed very good. For other generator methods, did you just use standard implementations of all generators provided by authors?

YZY-stack commented 5 days ago

Yes, for FS, FR, and FE, just following the standard implementations. For EFS, directly running the inference codes might not produce the similar distribution with the targeted FF++ domain. So we fine-tune these EFS methods to ensure the alignment between the original domains (maybe CelebA or FFHQ) and the used FF++/CDF domains.

yermandy commented 5 days ago

Thank you and I appreciate your quick responses!