A simple GAN using the CIFAR-10 dataset to generate new images
CIFAR-10 https://www.cs.toronto.edu/~kriz/cifar.html
- Linux or Mac
- Python 3.6
- Pip
Get into the project folder
Setting up the virtual env
pip install virtualenv
virtualenv venv_gan
source venv_gan/bin/activate
Installing dependencies
pip install -r requirements.txt
Downloading dataset
wget -qO- http://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz | tar xvz -C data/
python gan.py
Input with real images
Output generated with 25 epochs