A GUI to Recognize Handwritten Digits

In this tutorial, I’m going to show you how to train a machine learning model to recognize digits using the Tensorflow library, and then create a web-based GUI to show predictions from that model. You (or your users) will be able to draw arbitrary digits into a browser, and see real-time predictions, just like below. For the web-based GUI, we’ll be using the Gradio libary.