lyeoni / pytorch-mnist-GAN

pytorch-mnist-GAN

Pytorch implementation of GAN(Generative Adversarial Networks) on the MNIST data set

Dependencies

• PyTorch
• torchvision
• numpy

Results

Mode collapsing	After 100 epochs	After 200 epochs

Reference

1. Goodfellow, Ian, et al. "Generative Adversarial Networks": https://arxiv.org/pdf/1406.2661.pdf
2. znxlwm/pytorch-MNIST-CelebA-GAN-DCGAN (github): https://github.com/znxlwm/pytorch-MNIST-CelebA-GAN-DCGAN
3. prcastro/pytorch-gan (github): https://github.com/prcastro/pytorch-gan