Handwritten Number Recognition

This project is a demonstration of using a neural network entirely client side to recognise digits drawn by the user in a canvas

TODO

  • Add a way to store and download weights from a pre trained network to avoid training time
  • Improve accuracy by making scale and position invariant
    • Maybe something like a convnet would be useful?
  • Use sliding window to read a string of digits (could also help previous)

Technologies Used

  • React
  • Create React App
  • Deeplearn.js