Learning OpenCV 4 Computer Vision with Python 3: Get to grips with tools, techniques, and algorithms for computer vision and machine learning, 3rd Edition: Joseph Howse.

By:

Howse, Joseph

Material type: Text

TextPublication details: Birmingham: [Pact Publishing], 2020.Edition: 3rd edtDescription: 372 ill; 9.25ISBN:

9781789531619

Subject(s):

DDC classification:

006.37 23 Ho Le

Summary: 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.

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Holdings
Item type	Current library	Collection	Call number	URL	Copy number	Status	Notes	Date due	Barcode
Books	Bahrain ITC-PRG	Computer Studies	23 Ho Le (Browse shelf(Opens below))	Link to resource		Available	Dr. Hafiz Abid Malik		3000003908
Books	Bahrain ITC-ARI	Computer Studies	23 Ho Le (Browse shelf(Opens below))	Link to resource	1	Available	Dr. Hafiz Abid Malik		3000003909

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.

The online book link:

https://www.amazon.com/Learning-OpenCV-Computer-Vision-Python/dp/1789531616/ref=sr_1_1?crid=YY4ZZ4J07WS&keywords=9781789531619&qid=1698652012&s=books&sprefix=9781789531619%2Cstripbooks-intl-ship%2C281&sr=1-1

Dr. Hafiz Abid Malik

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