Computer Vision for the Web (el. knyga) (skaityta knyga) | knygos.lt

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About This BookExplore the exciting world of image processing, and face and gesture recognition, and implement them in your websiteDevelop wonderful web projects to implement Computer Vision algorithms in an effective wayA fast-paced guide to help you deal with real-world Computer Vision applications using JavaScript librariesWho This Book Is ForIf you have an interest in Computer Vision or wish to apply Computer Vision algorithms, such as face, custom object, and gesture recognition, in an online application, then this book is ideal for you. Prior understanding of the JavaScript language and core mathematical concepts is recommended.What You Will LearnApply complex Computer Vision algorithms in your applications using JavaScriptPut together different JavaScript libraries to discover objects in photosGet to grips with developing simple Computer Vision applications on your ownUnderstand when and why you should use different Computer Vision methodsApply various image filters to images and videosRecognize and track many different objects, including faces and face particles, using powerful facial recognition algorithmsExplore ways to control your browser without touching the mouse or keyboardIn Detail

This book will give you an insight into controlling your applications with gestures and head motion and readying them for the web. Packed with real-world tasks, it begins with a walkthrough of the basic concepts of Computer Vision that the JavaScript world offers, and you'll implement various powerful algorithms in your own online application. Then, it moves on to a comprehensive analysis of JavaScript functions and their applications. Furthermore, the book will show you how to implement filters and image segmentation, and use tracking.js and JSFeat libraries to convert your browser into Photoshop. Subjects such as object and custom detection, feature extraction, and object matching are covered to help you find an object in a photo.

By the end of this book, you will be familiar with the application of complex Computer Vision algorithms to develop your own applications, without spending much time learning sophisticated theory.