/pixelscapes-dataset

Pixelscape dataset for machine learning research and generative art, based on art from the eBoy.io database.

Primary LanguagePython

pixelscapes-dataset

Images scraped from eboy.com for training my own StyleGAN3 model, inspired by eBoyGAN project, for which the model seems to no longer be available :(.

Also includes a script that generates random NxN cropped images fom the images in a source directory, choosing the source image randomly weighted by the relative pixel-area, so as to evenly sample all available pixels in the source directory

TODO:

  • Add color-metric wighting/targets so as to produce datasets with evenly distributed HSV histograms
  • Other weighting schemes/criteria for rejecting/choosing cropped images, including frequency distribution, largest connected component, maximum distance to morphological skeleton of certain colors (i.e. black line width), local neighborhood limits.