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Artoriuz / ArtCNN

Super-Resolution Convolutional Neural Networks as GLSL shaders for mpv
MIT License
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ArtCNN "v2" #14

Closed Artoriuz closed 5 months ago

Artoriuz commented 5 months ago

This basically merges the work done under the jax branch, which includes various improvements from the software stack used to train the models to the training dataset itself.

To do:

  1. Update remaining variants (RGB, Chroma, etc). The current anime frames dataset is luma-only to avoid chroma subsampling artifacts so a different dataset might be needed for this.
  2. Optimise shaders. It's clear some tricks can be used to make them go faster (https://github.com/Artoriuz/ArtCNN/issues/4).