Generative Adversarial Network for Images

An intro to setting up and working with GANs. For NYU EL-GY 6123 Intro to Machine Learning, final project.

Team Members

• Alexander Gao
• Kavya Umesh Bangalore
• Nikhil Nar

Versions

• PyTorch: 1.1.0
• Python: 3.7

Image Dataset Used

https://www.kaggle.com/kostastokis/simpsons-faces

Educational Sources

Paper: Generative Adversarial Nets, Ian Goodfellow et. al., 2014: https://arxiv.org/pdf/1406.2661.pdf

PyTorch DCGAN tutorial: https://pytorch.org/tutorials/beginner/dcgan_faces_tutorial.html