The simple Keras implementation of ICLR 2018 paper, Spectral Normalization for Generative Adversarial Networks
CIFAR10 epoch 245 (ResNet architecture)
CIFAR10 epoch 245 (DCGAN architecture)
- Move SpectralNormalizationKeras.py in your dir
- Import these layer class
from SpectralNormalizationKeras import DenseSN, ConvSN1D, ConvSN2D, ConvSN3D
- Use these layers in your discriminator as usual
CIFAR10 with DCGAN architecture
CIFAR10 with ResNet architecture
- Compare with SELU and WGAN-GP
- Projection Discriminator