Beginning Machine Learning in the Browser: Quick-start Guide to Gait Analysis with JavaScript and TensorFlow.js

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2021

N. K. SuryadevaraBeginning Machine Learning in the Browserhttps://doi.org/10.1007/978-1-4842-6843-8_4

4. Human Pose Classification

Nagender Suryadevara¹  

(1)

School of Computer and Information Sciences, University of Hyderabad, Hyderabad, Telangana, India

 

This chapter covers various human pose estimation experiments. In the preceding chapter, you learned the basics of human pose estimation in the browser.

This discussion first answers why we need human pose estimation in the browser, and then the discussion turns to various artificial intelligence (AI) and machine learning (ML) classification techniques that can be executed in the browser.

The chapter also provides ...