In this project, I've used Generative Adversarial Networks (GANs) to generate new images of faces.
The architecture was chosen as described in the initial DCGAN research paper Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
To run this project you should have PyTorch and all its dependencies installed. You can see instructions for installation at the Pytorch website
You can download the data (CelebFaces Attributes Dataset) here. Extract the zipped file into your project directory and follow instructions in the Juputer notebook found in this repository.
The contents of this repository are covered under the MIT License