Home The Computer Vision Workshop: Develop the skills you need to use computer vision algorithms in your own artificial intelligence projects by Hafsa Asad; Vishwesh Ravi Shrimali; Nikhil Singh (ISBN: 9781800201774)

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The Computer Vision Workshop: Develop the skills you need to use computer vision algorithms in your own artificial intelligence projects Paperback - 2020

Name: The Computer Vision Workshop: Develop the skills you need to use computer vision algorithms in your own artificial intelligence projects
Price: 80.08 GBP
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Author: Asad, Hafsa,
ISBN: 9781800201774

by Hafsa Asad; Vishwesh Ravi Shrimali; Nikhil Singh

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From the publisher

Explore the potential of deep learning techniques in computer vision applications using the Python ecosystem, and build real-time systems for detecting human behavior

Key Features

Understand OpenCV and select the right algorithm to solve real-world problems
Discover techniques for image and video processing
Learn how to apply face recognition in videos to automatically extract key information

Book Description

Computer Vision (CV) has become an important aspect of AI technology. From driverless cars to medical diagnostics and monitoring the health of crops to fraud detection in banking, computer vision is used across all domains to automate tasks. The Computer Vision Workshop will help you understand how computers master the art of processing digital images and videos to mimic human activities.

Starting with an introduction to the OpenCV library, you'll learn how to write your first script using basic image processing operations. You'll then get to grips with essential image and video processing techniques such as histograms, contours, and face processing. As you progress, you'll become familiar with advanced computer vision and deep learning concepts, such as object detection, tracking, and recognition, and finally shift your focus from 2D to 3D visualization. This CV course will enable you to experiment with camera calibration and explore both passive and active canonical 3D reconstruction methods.

By the end of this book, you'll have developed the practical skills necessary for building powerful applications to solve computer vision problems.

What you will learn

Access and manipulate pixels in OpenCV using BGR and grayscale images
Create histograms to better understand image content
Use contours for shape analysis, object detection, and recognition
Track objects in videos using a variety of trackers available in OpenCV
Discover how to apply face recognition tasks using computer vision techniques
Visualize 3D objects in point clouds and polygon meshes using Open3D

Who this book is for

If you are a researcher, developer, or data scientist looking to automate everyday tasks using computer vision, this workshop is for you. A basic understanding of Python and deep learning will help you to get the most out of this workshop.

Details

Title The Computer Vision Workshop: Develop the skills you need to use computer vision algorithms in your own artificial intelligence projects
Author Hafsa Asad; Vishwesh Ravi Shrimali; Nikhil Singh
Binding Paperback
Pages 568
Volumes 1
Language ENG
Publisher Packt Publishing
Publication date 2020-07-24
Features Index
ISBN 9781800201774 / 180020177X
Weight 2.12 lbs (0.96 kg)
Dimensions 9.25 x 7.5 x 1.15 in (23.50 x 19.05 x 2.92 cm)
Category Computers - Languages / Programming
Library of Congress subjects Artificial intelligence, Python (Computer program language)
Dewey Decimal Code 006.37

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The Computer Vision Workshop: Develop the skills you need to use computer vision algorithms in your own artificial intelligence projects

by Asad, Hafsa,

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ISBN 10 / ISBN 13: 9781800201774 / 180020177x
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Paperback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; With The Computer Vision Workshop, you’ll explore the basic and advanced techniques in video and image processing using OpenCV and Python. It is filled with real-world exercises and activities that will make the learning process easy

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A$154.91

A$15.46 Delivery to USA

The The Computer Vision Workshop: Develop the skills you need to use computer vision algorithms in your own artificial intelligence projects

by Hafsa Asad

New
Paperback

Condition: New
Binding: Paperback
ISBN 10 / ISBN 13: 9781800201774 / 180020177x
Quantity available: 10
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Paperback / softback. New. With The Computer Vision Workshop, you’ll explore the basic and advanced techniques in video and image processing using OpenCV and Python. It is filled with real-world exercises and activities that will make the learning process easy and enjoyable.