Face Generation Using Deep Learning
In this project, we will use generative adversarial networks to generate new images of faces.
Get the data
We will be using two datasets in this project:
MNIST
CelebA
Since the celebA dataset is complex and we are doing GANs in a project for the first time, we want to test our neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.
Explore The Data
As you are aware the MNIST dataset co…