Draw digits on the canvas and test TensorFlow.js predictions in real time.

Open the digit recognition demo

The model was trained in tensorflow.keras using the MNIST dataset, then exported to TensorFlow.js for predictions in the browser.

Github URL: https://github.com/sikora507/python-keras-tensorflowjs-mnist




Also if you haven’t already, I strongly recommend checking out this excelent book by Aurélien Géron. It’s still up-to-date and might be usefull even if you are already familiar with machine learning.

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems