Devanagari Character Recognition

Web Deployment

Installing on localhost

  • Install node.js and npm
  • Clone the repo. git clone https://github.com/tonystark11/devanagari-character-recognition
  • Go to the project directory. cd devanagari-character-recognition
  • Run npm install
  • Run npm start

Usage

  • Upload 32x32 grayscale images (just like those in MNIST dataset) which can be found at this link.
  • Character should be written in white over a black background.
  • Python code used to create the model is present in this colab notebook