Generative Adversarial Networks (GANs) implemented using TF2/Keras in Juypter Notebooks with Colab Links.
- Variational AutoEncoder
- Simple GAN
- DCGAN for Fashion MNIST
- DCGAN for Anime Faces
- DCGAN for Celebrity Faces
- Pix2Pix for Maps
- Pix2Pix for BnW-to-Color
- Cycle-GAN for Apples-to-Oranges
- Cycle-GAN for Horses-to-Zebras
- Context Encoder
- Disco-GAN Male vs Female
- Super Resolution or SR-GAN
- Mode Collapse Example
- Convergence Failure Example
- Conditional GAN (CGAN)
- Semi Supervised GAN (SGAN)
- InfoGAN
- Auxiliary Classifier GAN
- Pixel CNN
- Wasserstein GAN (WGAN)
- Least Squares GAN (LSGAN)
- Improved WGAN (WGAN-GP)
