Projects

Things I’ve built.

A selection of machine-learning projects, each taken end-to-end, from the idea and the data to a working model. Source code is linked on every one.

2021

AI-Generated Sims Faces

Trained StyleGAN to dream up new characters for The Sims, including a custom dataset built by automating the game's own character creator.

  • Python
  • Deep Learning
  • GANs
  • StyleGAN
  • Transfer Learning
  • Computer Vision