aidyai / pixelscapes-dataset

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

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

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.

About

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


Languages

Language:Python 96.8%Language:Shell 3.2%