Face Generation with DCGAN

This repository contains the Jupyter notebook and Python test files for my Udacity's Deep Learning Nanodegree project.

Description: A DCGAN is trained on the CelebA dataset to generate images of new and realistic human faces.

Dependencies

The project requires PyTorch and torchvision in order to run. The prerequisites are easier installed using conda:

conda create -n faces python=3

conda activate faces

conda install pytorch torchvision -c pytorch

pip

To install torchvision with pip, you can issue pip install torchvision.

Processed CelebA face data