saswatamcode / digit_classifier

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

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

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.