Generative adversarial networks

This's a reimplementation of generative adversarial networks using tensorflow.

Usage

• download fashion-mnist in "data" folder

• run python gan.py

Training monitoring

Discriminator loss	Generator loss

Model Output samples

This's the network output during the training.

References

• https://www.oreilly.com/learning/generative-adversarial-networks-for-beginners
• used the same arcitecture and hyperparameters of tensorflow-generative-model-collections