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Training and using β-VAE latent space to generate videos of hand movements

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JeanMartens/generate-hand-videos-with-beta-VAE

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Training and using Beta-VAE latent space to generate videos of hang movements

Here's an 100% articial video produced by the model traied with the repo:

The way to do it is simple:

  • Train a Beta-VAE with the Beta parameter set high.
  • Look a what happens with variations of the latent vector dimensions, take one that produces interesting variations (like here the height of the index finger)
  • Make a Gif with all the variations.

I was inspired by this paper: https://openreview.net/pdf?id=Sy2fzU9gl

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Training and using β-VAE latent space to generate videos of hand movements

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