CSC420 Project: Generate Waifu Faces
This project generates new female anime faces.
Trains StyleGAN neural network from scratch using full body and face dataset. Results stored in notebook are only face. Full body results are available in results/from-scratch-fullbody
and results/from-scratch-face
Super sampler neural network based on Unet
Super sampler using image-super-resolution
(source: https://github.com/idealo/image-super-resolution)
Transfer learning for StyleGAN to generate anime faces
image results during training from models. Files in the directory are from transfer learning and images generated when using a model trained from scratch are under from-scratch-face
and from-scratch-fullbody
Example result from our neural network