PyTorch-Lightning-GAN

Implementations of various GAN architectures using PyTorch Lightning

Implementations

Generative Adversarial Networks

Paper 📄 : https://arxiv.org/abs/1406.2661

Tutorial 🎓 : https://towardsdatascience.com/fundamentals-of-generative-adversarial-networks-b7ca8c34f0bc

Code 💻 : https://github.com/jamesloyys/PyTorch-Lightning-GAN/blob/main/GAN/gan.py

Conditional Generative Adversarial Networks(CGANS)

Paper 📄 : https://arxiv.org/abs/1411.1784

Code 💻 : https://github.com/jamesloyys/PyTorch-Lightning-GAN/blob/main/CGAN/cgan.py