Apply Artificial Intelligence techniques in the browser or on resource constrained computing devices. Machine learning (ML) can be an intimidating subject until you know the essentials and for what applications it works. This book takes advantage of the intricacies of the ML processes by using a simple, flexible and portable programming language such as JavaScript to work with more approachable, fundamental coding ideas. 

Using JavaScript programming features along with standard libraries, you'll first learn to design and develop interactive graphics applications. Then move further into neural systems and human pose estimation strategies. For training and deploying your ML models in the browser, TensorFlow.js libraries will be emphasized.

After conquering the fundamentals, you'll dig into the wilderness of ML. Employ the ML and Processing (P5) libraries for Human Gait analysis. Building up Gait recognition with themes, you'll come to understand a variety of ML implementation issues. For example, you’ll learn about the classification of normal and abnormal Gait patterns.

With Beginning Machine Learning in the Browser, you’ll be on your way to becoming an experienced Machine Learning developer.

You will:

  • Work with ML models, calculations, and information gathering
  • Implement TensorFlow.js libraries for ML models
  • Perform Human Gait Analysis using ML techniques in the browser

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Perform human gait analysis with TensorFlow.JS ML and Processing (P5) libraries Build a solid foundation in machine learning with the ubiquitous JavaScript language Train and deploy ML models in the browser with TensorFlow.js
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Product details

ISBN
9781484268421
Published
2021-04-02
Publisher
APress
Height
235 mm
Width
155 mm
Age
Professional/practitioner, UF, 08
Language
Product language
Engelsk
Format
Product format
Heftet
Number of pages
14