MNIST Handwritten digit classification in browser

MNIST Handwritten digit classification in browser using tensorflow.js

This repo is created while exercising "Tensorflow.js – Handwritten digit recognition with CNNs" tutorial https://codelabs.developers.google.com/codelabs/tfjs-training-classfication

I have made few modifications to the original tutorial. Should be straightforward enough to follow.

Modifications from the original tutorial -

• data.js has been renamed to data.ts and annotated with types using typescript
• script.js has been renamed to training.ts and annotated with types using typescript

Install the local npm packages

$ yarn 

OR

$ npm install

Starting the project for development

$ yarn start

OR

$ npm start

Building the project for production

$ yarn build

OR

$ npm run build

Requirements

$ node --version
v10.13.0

$ npm --version
6.4.0

$ yarn --version
1.12.3

To install NodeJS, I recommend using nvm script in Linux/Mac machines

• https://github.com/creationix/nvm#installation-and-update

curl -o- https://raw.githubusercontent.com/creationix/nvm/v0.34.0/install.sh | bash

For windows users - https://github.com/coreybutler/nvm-windows (Haven't tried this though 😉, so I cannot recommend use it at your own risk)

To install yarn

npm install -g [email protected]