Face Generation

In this project, we'll use generative adversarial networks (GANs) to generate new images of faces using TensorFlow and Python.

Getting Started

1. Install Anaconda for Python 3: https://www.anaconda.com/download/
2. Setup Anaconda environment:
   • conda create --name faces python=3.6
   • conda activate faces
   • python -m ipykernel install --user --name faces --display-name "faces"
3. Install required packages:
   • pip install numpy
   • install tensorflow
4. Download requried datasets:
   • MNIST
   • CelebFaces Attributes Dataset (CelebA)
5. Run Notebook using command "jupyter notebook"

Reference Material

GANs Tensorflow