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requirements.txt reduction #1

@largestack

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@largestack

One suggestion on the repo:

  • For the backend requirements.txt, I think it's a freeze of all your packages. I think focusing on the key packages without pinning to specific versions unless needed.

Initial impression from running it on 1K images from sankaku dump (anime mostly):

  • Looks like a great sound technique. MobileNetV2 embedding --> PCA dimensionality reduciton --> KMeans. Is this a methodology you leveraged from elsewhere?
  • SUPER fast, clustered 1K images in around 1 minutes
  • Clusters seem to not be as much composition and camera angle, but more artistic style. Like carnoony, pencil drawing, vibrant bright, etc.

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