gentralg/

GANs-Dungeon-Floor-Entities

GAN Architecture

• Gen Pipeline
  • Conditional Input
  • FC Dense layer
  • 2 Layers of Upsample Transposed Convolution
  • Convolution
  • Interpolate resize back to room size
• Discr Pipeline
  • Conditional Input
  • Convolution Leaky ReLU
  • Convolution
  • BatchNorm LeakyReLU
  • Flatten Linear Sigmoid
• Training
  • Label smoothing
  • Noise injection
  • Asymmetric Learning Rate
  • 2x Generator Training
  • Adversarial Loss + classification loss