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winaimp ⚡

an ai that generates winamp skins

this is a playground repo where i'm experimenting with generative adversarial networks (GANs), SciSharp and the Winamp Skin Collection

first tests

these are outputs from early epochs (1-30)

still need a gpu upgrade for better training

tools

todo

  • better plotting
  • non-square inputs
  • generator / discriminator optimizations
  • training in the cloud
  • tests with pre-trained model

credits

https://archive.org/details/winampskins http://webamp.org/ http://winamp.com/ http://machinelearningmastery.com/

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an ai that generates winamp ⚡ skins

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