/stable-gan-training

Stable training procedures for improved GAN architectures

Primary LanguageJupyter Notebook

Stable GAN Training

Project for "Deep Learning for Computer Vision" course.

A Comparison on the stability issues when training different architectures of GANs:

  • Vanilla GAN
  • DCGAN
  • WGAN
  • WGAN-GP

Data

We use the aligned CelebA dataset on Google Drive (img_align_celeba.zip)