I created this repository to explore tf.keras and get comfortable with GANs.
819 images of Pokemon from Kaggle Pokemon Images Dataset Used utils.py to convert them to jpg resized them to 64x64
© 2010 Pokémon. © 1995-2010 Nintendo/Creatures Inc./GAME FREAK inc.
Epoch 37
Epoch 45
- Download the dataset from here
- Convert images to jpg from png (utils.py could help)
- Install the dependencies using
pip install -r requirements.txt - Change the dataset_path in pokeGAN.py if necessary
- Run the program
python pokeGAN.py
- Radford, Alec, Luke Metz, and Soumith Chintala. "Unsupervised representation learning with deep convolutional generative adversarial networks." arXiv preprint arXiv:1511.06434 (2015).
- Goodfellow, Ian. "NIPS 2016 tutorial: Generative adversarial networks." arXiv preprint arXiv:1701.00160 (2016).