Monetizing Machine Learning: Quickly Turn Python ML Ideas into Web Applications on the Serverless Cloud

© Manuel Amunategui, Mehdi Roopaei 2018

Manuel Amunategui and Mehdi RoopaeiMonetizing Machine Learninghttps://doi.org/10.1007/978-1-4842-3873-8_8

8. Interactive Drawing Canvas and Digit Predictions Using TensorFlow on GCP

Manuel Amunategui¹  and Mehdi Roopaei²

(1)

Portland, Oregon, USA

(2)

Platteville, Wisconsin, USA

 

Let’s build an interactive drawing canvas to enable visitors to draw and predict digits using TensorFlow image classification on Google Cloud.

Be forewarned, this is such a fun and interactive chapter that I ended up wasting too much time playing with the final product (Figure 8-1). This is one of the inherent risks of creating web applications using machine learning!

Figure 8-1

The final web application for this chapter

Here, we’re going to ...