Digit Recognition

  • A Web Application developed with Tensorflowjs recognize handwritten digits(0-9).
  • It is done using Convolutional Neural Network.
  • User will have to write a digit in pad provided and it will inference what digit was written.
  • This project provide basic structure for creating machine learning based web applications.
  • The model used here was trained in python with tensorflow then model was converted to tensorflowjs model. This trained model is hosted in firebase hosting Here.
  • Inferencing from model is done in client side using javascript with tensorflowjs.

Resources used