Pytorch LFW GAN-DCGAN

Introduction

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for Labeled Faces in the Wild(LFW) face dataset.

• you can download
  • LFW dataset: http://vis-www.cs.umass.edu/lfw/

Resutls

LFW

• Generated images

GAN	DCGAN

• Training Loss

Generator's Loss :

Discriminator's Loss :

Requirements

• Python (2.7 or 3.5)
• Pytorch 0.30
• Matplotlib
• Imageio