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# DeepFaceLab
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+https://arxiv.org/abs/2005.05535
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### the leading software for creating deepfakes
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|Collect facesets|You can collect faceset of any celebrity that can be used in DeepFaceLab and share it [in the community](https://mrdeepfakes.com/forums/forum-celebrity-facesets)|
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