Generate Celeb Daces using DCGAN

DCGAN :- Deep Convolutional Generative Adversial Network to generate celeb faces

Table of Contents

• About
• Getting Started
• Dependencies
• Installing
• Executing Program:
• Acknowledgements

About

In this project, I defined and trained a DCGAN on a dataset of faces. My goal was to get a generator network to generate new images of faces that look as realistic as possible!

This project is divided in the following key sections:

1. Processing image data, building a pipeline to extract important facial data from source.
2. Define a Deep learning network called DCGAN and training against the train data set.

Getting Started

Dependencies

• Python 3.5+, PyTorch, NumPy, Pandas, matplotlib, torchvision,

Installing

To clone the git repository:

git clone https://github.com/EagleDangar/generate-cleleb-faces-DCGAN.git

Executing Program:

1. You can run the Jupyter Notebook file and go through all the steps and learn about the PyTorch and Generative Adversail Networks.

Acknowledgements

• Udacity for providing an amazing Deep Learning Nanodegree Program