isaackrementsov/agan

GAN to create abstract art

aGAN

Generative Adversarial Network to visualize physical systems with abstract art

Install dependencies

pip3 install -r requirements.txt

Run tests

Generate a GIF & image from random inputs

python3 test_generator.py

Generate an image from sample physical data

python3 test.py

Training

Train the generator (do this first)

python3 train_generator.py

Train the latent space mapper (do this after training the generator)

python3 train_mapper.py