hash-ir / Generate-Faces

Deep Learning Nanodegree Project 4 | Generate Faces

Generate Faces

This repository is my solution to Project 4 of Udacity's Deep Learning Nanodegree. In this project, I built a Deep Convolutional Generative Adversarial Network (DCGAN), trained on the CelebFaces Attributes Dataset and generated "fake" celebrity images that look as realistic as the images in the original dataset.

Here are some of the samples from the original dataset: And the samples from the trained generator network:

Models

• DCGAN from the paper

Author(s)

• Hashir Ahmad - full project - GitHub

License

This project is licensed under the MIT License - see the LICENSE file for details