Fake Face Generator Using DCGAN Model

Project information

  • Tech Stack: DCGAN, Pytorch, Tensor, Batch Normalization, Adam Optimizer
  • Project URL: https://github.com/RevanthPosina/Fake-Face-Generator-Using-DCGAN-Model
  • Built a Generator Network Model to generate new images of fake humans faces as realistic as possible.
  • Each transpose convolution layer is followed by Batch Normalization, Discriminator and Generator models are used to remove real and fake loss.
  • Training losses are recorded and plotted for Discriminator and Generator after each epoch.