/GAN-Digits

Generative Adversarial Network for digits using two-layer convolutional neural network

Primary LanguagePython

GAN-Digits

Installation

Assuming you have pytorch installed :

git clone https://github.com/sharad1126/GAN-Digits
cd GAN-Digits
pip install -r requirements.txt

Usage

python -m visdom-server
# and then in a separate tab
python train.py

then at http://localhost:8097/ you should start seeing the plots.

Results

Generated Images

generated_images

Loss plots

loss_plots

Author

Sharad Agarwal sharad.agarwal@cern.ch