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Generative Adversial Neural Network (GAN) defined and trained to generate new Faces. This project was completed as part of Udacity's Deep Learning Nanodegree program.

Project Overview

This project focuses on creating a GAN in PyTorch that can learn to generate new Faces.

Notebook Sections

  1. Load in Dataset
  2. Pre-Process Dataset
  3. Explore dateset
  4. Batch Data & Create Dataloader
  5. Define Model
  6. Initialize weights
  7. Model training
  8. Generating Faces

Example Script Output:

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Fourth Project of Udacity Deep Learning Nano Degree

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