Generate Adversarial Net

Dependencies :

• tensorflow(1.0.0)
• numpy(1.11.3)
• ...

Implement list :

• Generative Adversarial Net
• Least Squares GAN
• Info GAN
• Deep Convolutional GAN
• Info + DCGAN
• Energy Based GAN (incomplete)
• Boundary Equilibrium GAN

Data Set :

• MNIST
• CelebA
  • site : http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
  • Dropbox : https://www.dropbox.com/s/gxjc9p7s6xmo09k/CelebA_Align.zip?dl=0

Train Results

DCGAN 15 Epoch Result :

BEGAN 17 Epoch Result :