Deep Learning Nanodegree

Deep Learning

Project: Generate Faces

Project for Udacity's Deep Learning Nanodegree program. In this project, I developed a deep learning model using Pytorch to generate celebrity faces.

In order to complete this project, I used the GPU enabled workspaces within the Udacity classroom.

Install

This project requires Python 3.x and the following Python libraries installed:

• pickle
• matplotlib
• NumPy
• torch
• torchvision

You will also need to have software installed to run and execute an iPython Notebook

I recommend installion Anaconda, a pre-packaged Python distribution that contains all of the necessary libraries and software for this project.

Code

Template code is provided in the dlnd_face_generation.ipynb file.

Run

In a terminal or command window, navigate to the top-level project directory Generate-Faces/ (that contains this README) and run one of the following commands:

ipython notebook dlnd_face_generation.ipynb

or

jupyter notebook dlnd_face_generation.ipynb

This will open the iPython Notebook software in your browser.

Data

The celebrity face images used for this project are too large to upload to Github; thus, the dataset used for this project can be downloaded by following this link.

Certification