Description: Further DetailsTitle: Learning OpenCV 4 Computer Vision with Python 3Condition: NewSubtitle: Get to grips with tools, techniques, and algorithms for computer vision and machine learning, 3rd EditionEAN: 9781789531619ISBN: 9781789531619Publisher: Packt Publishing LimitedFormat: PaperbackRelease Date: 02/20/2020Description: Updated for OpenCV 4 and Python 3, this book covers the latest on depth cameras, 3D tracking, augmented reality, and deep neural networks, helping you solve real-world computer vision problems with practical codeKey FeaturesBuild powerful computer vision applications in concise code with OpenCV 4 and Python 3Learn the fundamental concepts of image processing, object classification, and 2D and 3D trackingTrain, use, and understand machine learning models such as Support Vector Machines (SVMs) and neural networksBook Description Computer vision is a rapidly evolving science, encompassing diverse applications and techniques. This book will not only help those who are getting started with computer vision but also experts in the domain. You’ll be able to put theory into practice by building apps with OpenCV 4 and Python 3. You’ll start by understanding OpenCV 4 and how to set it up with Python 3 on various platforms. Next, you’ll learn how to perform basic operations such as reading, writing, manipulating, and displaying still images, videos, and camera feeds. From taking you through image processing, video analysis, and depth estimation and segmentation, to helping you gain practice by building a GUI app, this book ensures you’ll have opportunities for hands-on activities. Next, you’ll tackle two popular challenges: face detection and face recognition. You’ll also learn about object classification and machine learning concepts, which will enable you to create and use object detectors and classifiers, and even track objects in movies or video camera feed. Later, you’ll develop your skills in 3D tracking and augmented reality. Finally, you’ll cover ANNs and DNNs, learning how to develop apps for recognizing handwritten digits and classifying a person's gender and age. By the end of this book, you’ll have the skills you need to execute real-world computer vision projects.What you will learnInstall and familiarize yourself with OpenCV 4's Python 3 bindingsUnderstand image processing and video analysis basicsUse a depth camera to distinguish foreground and background regionsDetect and identify objects, and track their motion in videosTrain and use your own models to match images and classify objectsDetect and recognize faces, and classify their gender and ageBuild an augmented reality application to track an image in 3DWork with machine learning models, including SVMs, artificial neural networks (ANNs), and deep neural networks (DNNs)Who this book is for If you are interested in learning computer vision, machine learning, and OpenCV in the context of practical real-world applications, then this book is for you. This OpenCV book will also be useful for anyone getting started with computer vision as well as experts who want to stay up-to-date with OpenCV 4 and Python 3. Although no prior knowledge of image processing, computer vision or machine learning is required, familiarity with basic Python programming is a must.Language: EnglishCountry/Region of Manufacture: GBItem Height: 93mmItem Length: 75mmAuthor: Joe Minichino, Joseph HowseGenre: Computing & InternetISBN-10: 1789531616Release Year: 2020 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Learning OpenCV 4 Computer Vision with Python 3
Title: Learning OpenCV 4 Computer Vision with Python 3
Subtitle: Get to grips with tools, techniques, and algorithms for computer
EAN: 9781789531619
ISBN: 9781789531619
Release Date: 02/20/2020
Release Year: 2020
Country/Region of Manufacture: GB
Item Height: 93mm
Genre: Computing & Internet
ISBN-10: 1789531616
Number of Pages: 372 Pages
Language: English
Publication Name: Learning OpenCV 4 Computer Vision with Python 3 : Get to Grips with Tools, Techniques, and Algorithms for Computer Vision and Machine Learning, 3rd Edition
Publisher: Packt Publishing, The Limited
Subject: Image Processing, Computer Vision & Pattern Recognition, Programming Languages / Python
Publication Year: 2020
Type: Textbook
Author: Joe Minichino, Joseph Howse
Subject Area: Computers
Item Length: 3.6 in
Item Width: 3 in
Format: Trade Paperback
