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_6

6. Future Possibilities for Running AI Methods in a Browser

Nagender Suryadevara¹  

(1)

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

 

This chapter covers two new JavaScript (JS) libraries that run with the help of the TensorFlow.js framework: face-api.js and handpose. The evolving JS libraries show a path to explore real-time responsive applications that can run on browser and computational resource devices (electronic devices with less computing capability).

Introduction

As discussed in the previous chapters, ...