Download Computer Vision for the Web by Foat Akhmadeev PDF

By Foat Akhmadeev

Unleash the facility of the pc imaginative and prescient algorithms in JavaScript to strengthen vision-enabled net content

About This Book

  • Explore the intriguing international of photograph processing, and face and gesture reputation, and enforce them on your website
  • Develop fantastic internet tasks to enforce laptop imaginative and prescient algorithms in a good way
  • A fast moving advisor that can assist you care for real-world machine imaginative and prescient functions utilizing JavaScript libraries

Who This ebook Is For

If you are interested in laptop imaginative and prescient or desire to follow desktop imaginative and prescient algorithms similar to face, customized item, and gesture attractiveness for an internet program, then this e-book is perfect for you. past knowing of the JavaScript language and center mathematical thoughts is recommended.

What you'll Learn

  • Apply complicated machine imaginative and prescient algorithms on your functions utilizing JavaScript
  • Put jointly diverse JavaScript libraries to find items in photos
  • Get to grips with constructing basic laptop imaginative and prescient purposes in your own
  • Understand whilst and why you can use various machine imaginative and prescient methods
  • Apply quite a few photograph filters to pictures and videos
  • Recognize and music many various items, together with face and face debris utilizing strong face reputation algorithms
  • Explore how one can keep an eye on your browser with out touching the mouse or keyboard

In Detail

JavaScript is a dynamic and prototype-based programming language supported by way of each browser this present day. JavaScript libraries boast remarkable functionalities that assist you to provide your individual desktop imaginative and prescient tasks, making it more straightforward to strengthen JavaScript–based purposes, in particular for web-centric applied sciences. It makes the implementation of laptop imaginative and prescient algorithms more straightforward because it helps scheme-based sensible programming.

This publication provide you with an perception into controlling your purposes with gestures and head movement and readying them for the internet. choked with real-world projects, it starts off with a walkthrough of the fundamental options of machine imaginative and prescient that the JavaScript global deals us, and you can enforce a variety of robust algorithms on your personal on-line program. Then, we movement directly to a entire research of JavaScript features and their applications. Furthermore, the publication will enable you to enforce filters and picture segmentation, and use tracking.js and jsfeat libraries to transform your browser into Photoshop. matters equivalent to item and customized detection, characteristic extraction, and item matching are lined that can assist you locate an item in a photograph. you can find how a posh item equivalent to a face may be famous through a browser as you progress towards the tip of the publication. ultimately, you'll specialise in algorithms to create a human interface.

By the top of this e-book, you'll be familiarized with the appliance of complicated machine imaginative and prescient algorithms to strengthen your individual functions, with out spending a lot time studying subtle theory.

Style and approach

This booklet is an easy-to-follow project-based advisor that throws you at once into the buzz of the pc imaginative and prescient subject. A “more in much less” procedure is via very important ideas defined in a to-the-point, easy-to-understand manner.

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