Tensorflow JS - recognizing drawn digits

Draw digits on the canvas and test tensorflow.js predictions in realtime.

Predicted:


Model was trained in tensorflow.keras using MNIST digits data set. Then it was exported to tensorflow.js format to be able to use it the browser in realtime to make predictions.

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