tf-exercise-gan

Tensorflow implementation and benchmark of diffrent GANs

GAN implementations

• DCGAN
• WGAN
• BEGAN
• MAD-GAN
• GoGAN

Tasks

• Impl. DCGAN, GoGAN, WGAN
• Impl. BEGAN, MAD-GAN
• Reproduce GANs on MNIST and CelebA datasets
• Impl. training & evaluation on synthetic datasets
• Add sample results
• Impl. better evaluation tools
• Impl. evaluation function for real images
• Impl. result logger
• Compare GANs (synthetic and MNIST)
• Add more GAN implementations