GitHub - prakveer/Celebrity_generation_GANs: Generative Adversarial Networks to generate faces on CelebA and CUFS dataset

Introduction

The goal of this project is to explore Generative Adversarial Networks to generate images of faces.

Refer the handout and report for more details.

Also checkout the results of Variational autoencoders applied to the same task here

Generated Images for CUFS dataset (DCGAN)

Generated Images for CelebA dataset (DCGAN)

Generated Images for CelebA dataset (LSGAN)

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
assets		assets
Handout.pdf		Handout.pdf
README.md		README.md
Report.pdf		Report.pdf
gan_celeba.py		gan_celeba.py
gan_cufs.py		gan_cufs.py
lsgan_celeba.py		lsgan_celeba.py
utils.py		utils.py