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Joe Minichino, Joseph Howse - Learning OpenCV 3 Computer Vision with Python - Second Edition

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2-12-2017, 05:21

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Joe Minichino, Joseph Howse - Learning OpenCV 3 Computer Vision with Python - Second Edition

OpenCV 3 - это современная библиотека компьютерного зрения, которая позволяет выполнять множество операций обработки изображений и видео. Некоторые из наиболее впечатляющих и футуристических функций, таких как распознавание лиц или отслеживание объектов, легко достижимы с помощью OpenCV 3. Изучение основных концепций алгоритмов компьютерного зрения, моделей и API OpenCV позволит разрабатывать всевозможные приложения реального мира, в том числе приложения безопасности и наблюдения.

Unleash the power of computer vision with Python using OpenCV. OpenCV 3 is a state-of-the-art computer vision library that allows a great variety of image and video processing operations. Some of the more spectacular and futuristic features such as face recognition or object tracking are easily achievable with OpenCV 3. Learning the basic concepts behind computer vision algorithms, models, and OpenCV's API will enable the development of all sorts of real-world applications, including security and surveillance.

Starting with basic image processing operations, the book will take you through to advanced computer vision concepts. Computer vision is a rapidly evolving science whose applications in the real world are exploding, so this book will appeal to computer vision novices as well as experts of the subject wanting to learn the brand new OpenCV 3.0.0. You will build a theoretical foundation of image processing and video analysis, and progress to the concepts of classification through machine learning, acquiring the technical know-how that will allow you to create and use object detectors and classifiers, and even track objects in movies or video camera feeds. Finally, the journey will end in the world of artificial neural networks, along with the development of a hand-written digits recognition application.

What You Will Learn:

Install and familiarize yourself with OpenCV 3's Python API
Grasp the basics of image processing and video analysis
Identify and recognize objects in images and videos
Detect and recognize faces using OpenCV
Train and use your own object classifiers
Learn about machine learning concepts in a computer vision context
Work with artificial neural networks using OpenCV
Develop your own computer vision real-life application

Who This Book Is For:

Intended for novices to the world of OpenCV and computer vision, as well as OpenCV veterans that want to learn about what's new in OpenCV 3, this book is useful as a reference for experts and a training manual for beginners, or for anybody who wants to familiarize themselves with the concepts of object classification and detection in simple and understandable terms. Basic knowledge about Python and programming concepts is required, although the book has an easy learning curve both from a theoretical and coding point of view.

Название: Learning OpenCV 3 Computer Vision with Python - Second Edition
Автор: Joe Minichino, Joseph Howse
Издательство: Packt Publishing
ISBN: 1785283847
Год: 2015
Страниц: 246
Язык: английский
Формат: epub, pdf
Размер: 10.2 MB

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