Portfolio Project

Synthetic Digit Generator

Variational Autoencoder

Machine Learning Python VAE
Preview image for Synthetic Digit Generator

Context

I wanted to learn how to generate completely new handwritten digits based on samples.

Approach

  • Built Variational Autoencoder trained on 60,000 handwritten digits.

Impact

  • Successfully visualized latent digits through the trained model.
  • I can generate unique handwritten digits when needed.

Links