https://github.com/saswatamcode/digit_classifier

A web app which uses TensorFlow.js to train a model on the MNIST dataset and then classify handwritten digits.
https://github.com/saswatamcode/digit_classifier

javascript machine-learning tensorflow tfjs

Last synced: 12 months ago
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A web app which uses TensorFlow.js to train a model on the MNIST dataset and then classify handwritten digits.

• Host: GitHub
• URL: https://github.com/saswatamcode/digit_classifier
• Owner: saswatamcode
• License: mit
• Created: 2020-07-11T17:16:24.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2020-07-11T17:33:29.000Z (over 5 years ago)
• Last Synced: 2025-01-25T16:27:36.777Z (about 1 year ago)
• Topics: javascript, machine-learning, tensorflow, tfjs
• Language: JavaScript
• Homepage: https://digitclassifier.netlify.app/
• Size: 103 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# Handwritten Digit Classifier

A web app which uses TensorFlow.js to train a model on the MNIST dataset and then classify handwritten digits.

Also uses tfjs-vis to visualize training. Currently only works for desktop browsers.

## Screenshot

![MainScreen!](screenshots/Screenshot-1.png)

## To Run

- Clone into repo

- Run `npm i serve` or some other alternative

- Visit `localhost:5000` and wait for training to complete

- Draw your digits and see them get classified

A demo is hosted [here](https://digitclassifier.netlify.app/).