GANs

Several GAN implementations

Files

cDCGAN.py

Implementation of cDCGAN with Pytorch.

DP-cGAN.py

Implementation of DP-cGAN with Pytorch.

DP-cDCGAN.py

Implementation of DP-cDCGAN with Pytorch.

attempts(Directory)

Including several problematic implementations, may not perform well.

• cDCGAN-GP.py

  Implementation of cDCGAN with Pytorch and using the wGAN gradient penalty training strategy.

• DP-cDCGAN-GP.py

  Implementation of DP-cDCGAN with Pytorch and using the wGAN gradient penalty training strategy.

• DP-cDCGAN_tf2.py

  Implementation of DP-cDCGAN with Tensorflow 2.x.

• DP-cGAN_tf2.py

  Implementation of DP-cGAN with Tensorflow 2.x.

conf(Directory)

Use various json files to specify the type of training to be performed.

How to run

Run the DP-cDCGAN for instance:

python DP-cDCGAN.py -conf conf/mnist_dpcDCGAN.json