{"product_id":"beginning-machine-learning-in-the-browser-quickstart-guide-to-gait-analysis-with-javascript-and-tensorflowjs-9781484268421","title":"Beginning Machine Learning in the Browser","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003eChapter 1: What is Machine Learning (ML)?     Basics of Java Script (JS)     Programming in the browser using Java Script     Graphics and Interactive processing in the browser using Java Script libraries     Getting started with P5.JS and ML5.JS     References\u003cbr\u003eChapter 2: Human Pose Estimation in the Browser     Browser based data processing     Posenet vs Openpose models     Human pose estimation using ML5.Posenet     Inputs, Outputs and Data structures of Posenet model     References\u003cbr\u003eChapter 3: Human Pose Classification      Classification techniques using ML Neural Network in the browser     Human Pose classification based on the outputs of Posenet model     Consideration of poses using Confidence scores of Posenet model     Storage of data using JSON formats related to the outputs of Posenet model     References\u003cbr\u003eChapter 4: Gait Analysis     Normal vs Abnormal Gait patterns     Determination of Gait patterns using threshold values of the models     User Interface design and development for monitoring of Gait patterns     Real-Time data visualization of the Gait patterns on the browser     References\u003cbr\u003eChapter 5: Future Possible Applications of Key Concepts","brand":"APress","offers":[{"title":"Default Title","offer_id":48885826027863,"sku":"9781484268421","price":29.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781484268421.jpg?v=1722537834","url":"https:\/\/bookcurl.com\/products\/beginning-machine-learning-in-the-browser-quickstart-guide-to-gait-analysis-with-javascript-and-tensorflowjs-9781484268421","provider":"Book Curl","version":"1.0","type":"link"}