Semi-supervised-Gan

The project is an implementation of Semi-supervised GAN for MNIST dataset.(Paper ref: https://arxiv.org/abs/1606.03498)

The source code is from https://github.com/Sleepychord/ImprovedGAN-pytorch.

Requirement

1. python == 3.7.x
2. torch >= 1.2 (Mine is 1.4.0)
3. tensorboard & torchvision are needed

Running

Beforehand, I have downloaded the MNIST data from http://yann.lecun.com/exdb/mnist/ and processed the data. (ref: https://blog.csdn.net/qq_21210467/article/details/81414903) You can also get the processed data in this repository -> Release.