DCGAN

Deep Convolutional Generative Adversarial Network[1]

Generating cat images with DCGANS on hops.site because who doens't love cats? Showing results from running a while on a gpu before computaional budget expired.

The architecture had to be adjusted a little bit to get any learning signal...

Results

Training Curves

Requirements

• Tensorflow 0.12.1

Usage

python train.py

or simply run the jupyter notebook...

Disclaimer

Old project from 2017

References

[1] https://arxiv.org/pdf/1511.06434.pdf