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

Suryadevara, Nagender Kumar,

Beginning Machine Learning in the Browser : Quick-start Guide to Gait Analysis with JavaScript and TensorFlow.js / Nagender Kumar Suryadevara. - first edition. - 182 pages : illustrations ; 23 cm.

Includes bibliographical references.


Chapter 1: Web Development; Chapter 2: Browser-based Data Processing; Chapter 3: Human Pose; Chapter 4: Human Pose Classification; Chapter 5: Gait Analysis; Chapter 6: Future Possibilities for Running AI Methods in a Browser.


A hands-on introduction to implementing machine learning in the browser using JavaScript and TensorFlow.js. Focuses on human gait analysis, from interactive graphics to pose classification and recognition of normal vs. abnormal patterns—ideal for students and web developers learning AI in resource-constrained environments.turn0search0turn0search8


9781484268421


Machine learning--browser applications.
JavaScript--machine learning.
Data protection --psychology professionals.

006.3 / s.n.b