This repo contains some of the colab-notebooks used for portrait generation found at rp-gan.com, as well as links to the necessary modified repos.

Two models are presented there:

• A fine-tuned conditional version of Stylegan which generates faces of characters. It is capable of generating faces from classic D&D style races.
• A fine-tuned version of pixel2style2pixel which performs style transfer from images of real faces to drawn character faces in the same style as the above model.

Notebooks

Forks used

• https://github.com/snakch/stylegan2-ada-pytorch

• https://github.com/snakch/stylegan2-ada-pytorch Main changes:

  • Modified to work with conditional labels

• https://github.com/eladrich/pixel2style2pixel: A fork from the original pixel2style2pixel repo. Changes include:

  • stuff 1
  • stuff 2

TODO:

• Modify portraitify model to perform conditional style-transfer - ie. instead of mapping human face to human portait only, one could map human face to elven-version of the same face for example.