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Learn Computer Vision Using OpenCV, Sunila Gollapudi


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Цена: 7685.00р.
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Автор: Sunila Gollapudi   (Сунила Голлапуди)
Название:  Learn Computer Vision Using OpenCV
Перевод названия: Сунила Голлапуди: Изучите компьютерное зрение, используя OpenCV
ISBN: 9781484242605
Издательство: Springer
Классификация:


ISBN-10: 1484242602
Обложка/Формат: Paperback
Страницы: 151
Вес: 0.27 кг.
Дата издания: 27.04.2019
Язык: English
Издание: 1st ed.
Иллюстрации: 61 illustrations, color; 27 illustrations, black and white; xx, 151 p. 88 illus., 61 illus. in color.
Размер: 90 x 234 x 16
Читательская аудитория: Professional & vocational
Подзаголовок: With deep learning cnns and rnns
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Build practical applications of computer vision using the OpenCV library with Python. This book discusses different facets of computer vision such as image and object detection, tracking and motion analysis and their applications with examples. The author starts with an introduction to computer vision followed by setting up OpenCV from scratch using Python.

The next section discusses specialized image processing and segmentation and how images are stored and processed by a computer. This involves pattern recognition and image tagging using the OpenCV library. Next, youll work with object detection, video storage and interpretation, and human detection using OpenCV.

Tracking and motion is also discussed in detail. The book also discusses creating complex deep learning models with CNN and RNN. The author finally concludes with recent applications and trends in computer vision.

After reading this book, you will be able to understand and implement computer vision and its applications with OpenCV using Python. You will also be able to create deep learning models with CNN and RNN and understand how these cutting-edge deep learning architectures work. What You Will LearnUnderstand what computer vision is, and its overall application in intelligent automation systemsDiscover the deep learning techniques required to build computer vision applicationsBuild complex computer vision applications using the latest techniques in OpenCV, Python, and NumPyCreate practical applications and implementations such as face detection and recognition, handwriting recognition, object detection, and tracking and motion analysisWho This Book Is ForThose who have a basic understanding of machine learning and Python and are looking to learn computer vision and its applications.




Learning OpenCV

Автор: Bradski, Gary R. Kaehler, Adrian
Название: Learning OpenCV
ISBN: 0596516134 ISBN-13(EAN): 9780596516130
Издательство: Wiley
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Цена: 6334.00 р.
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Описание: Introduces readers to computer vision and demonstrates how they can quickly build applications that enable computers to "see" and make decisions based on the data.

Bayesian Reasoning and Machine Learning

Автор: Barber
Название: Bayesian Reasoning and Machine Learning
ISBN: 0521518148 ISBN-13(EAN): 9780521518147
Издательство: Cambridge Academ
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Цена: 11088.00 р.
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Описание: This practical introduction for final-year undergraduate and graduate students is ideally suited to computer scientists without a background in calculus and linear algebra. Numerous examples and exercises are provided. Additional resources available online and in the comprehensive software package include computer code, demos and teaching materials for instructors.

Programming Computer Vision with Python: Techniques and Libraries for Imaging and Retrieving Information

Автор: Solem Jan Erik
Название: Programming Computer Vision with Python: Techniques and Libraries for Imaging and Retrieving Information
ISBN: 1449316549 ISBN-13(EAN): 9781449316549
Издательство: Wiley
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Цена: 7602.00 р.
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Описание: If you want a basic understanding of computer vision`s underlying theory and algorithms, this hands-on introduction is the ideal place to start. Programming Computer Vision with Python teaches computer vision in broad terms that won`t bog you down in theory. Instead, you`ll find this book to be inspiring and motivating.

Practical Deep Learning for Cloud and Mobile: Hands-On Computer Vision Projects Using Python, Keras & Tensorflow

Автор: Koul Anirudh, Ganju Siddha, Kasam Meher
Название: Practical Deep Learning for Cloud and Mobile: Hands-On Computer Vision Projects Using Python, Keras & Tensorflow
ISBN: 149203486X ISBN-13(EAN): 9781492034865
Издательство: Wiley
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Цена: 11403.00 р.
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Описание: This step-by-step guide teaches you how to build practical deep learning applications for the cloud and mobile using a hands-on approach.

Computer Vision for Assistive Healthcare

Автор: Marco, Leo
Название: Computer Vision for Assistive Healthcare
ISBN: 0128134453 ISBN-13(EAN): 9780128134450
Издательство: Elsevier Science
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Цена: 14317.00 р.
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Описание:

Computer Vision for Assistive Healthcare describes how advanced computer vision techniques provide tools to support common human needs such as mental functioning, personal mobility, sensory functions and daily living activities. It describes how computer vision techniques - such as image processing, pattern recognition, machine learning and Language Processing and Computer Graphics- can cooperate with Robotics to provide such tools. The range of application areas covered are:

  • Mental functioning
  • Personal mobility
  • Sensory functions
  • Daily living activities

The reader will learn:

  • What are the emerging computer vision techniques for supporting mental functioning and to develop a Socially Assistive Robot (SAR)
  • The algorithms for analysing human behaviour beginning with visual data derived from environmental and wearable sensors ('first person vision')
  • How smart interfaces and virtual reality tools lead to the development of advanced rehabilitation systems able to perform human action and activity recognition using vision based techniques allowing a natural interaction experience
  • How Robotics Agent Coachers that can assist people with movement disorders during the execution of motor exercises
  • The technology behind intelligent wheelchairs
  • How computer vision technologies have the potential to assist blind people to independently access, understand, and explore the environments (both indoor and outdoor)
  • Computer vision-based solutions recently employed for safety and health monitoring: Fall detection, life log, and vital parameter monitoring

  • The first book to give the state-of-the-art computer vision techniques and tools for assistive healthcare
  • Broad range of topic areas ranging from Image processing, pattern recognition, machine learning to robotics, natural language processing and computer graphics
  • Wide range of application areas ranging from mobility, sensory substitution, safety and security, to mental and physical rehabilitation and training
  • Written by leading researchers in this growing field of research
  • Contains pieces of code
  • Describes the outstanding research challenges still to be tackled, giving researchers good indicators of research opportunities
OpenCV Computer Vision Application Programming Cookbook

Автор: Caro J
Название: OpenCV Computer Vision Application Programming Cookbook
ISBN: 1782161481 ISBN-13(EAN): 9781782161486
Издательство: Неизвестно
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Цена: 9010.00 р.
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Building Computer Vision Projects with OpenCV 4 and C++

Автор: Millan Escriva
Название: Building Computer Vision Projects with OpenCV 4 and C++
ISBN: 1838644679 ISBN-13(EAN): 9781838644673
Издательство: Неизвестно
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Цена: 9194.00 р.
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Описание: This Learning Path is your guide to understanding OpenCV concepts and algorithms through real-world examples and projects. By taking this Learning Path, you will be able to work on complex projects that involves image processing, motion detection, and image segmentation.

A Practical Introduction to Computer Vision with Opencv

Автор: Dawson-Howe Kenneth
Название: A Practical Introduction to Computer Vision with Opencv
ISBN: 1118848454 ISBN-13(EAN): 9781118848456
Издательство: Wiley
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Цена: 7437.00 р.
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Описание: Computer Vision is a rapidly expanding area and it is becoming easier for developers to make use of this field due to the ready availability of high quality libraries. This book explains the theory behind basic computer vision and offers a bridge from the theory to practical implementation using the industry standard OpenCV libraries.

Learning Opencv 3: Computer Vision in C++ with the Opencv Library

Автор: Kaehler Adrian, Bradski Gary
Название: Learning Opencv 3: Computer Vision in C++ with the Opencv Library
ISBN: 1491937998 ISBN-13(EAN): 9781491937990
Издательство: Wiley
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Цена: 10770.00 р.
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Описание: Get started in the rapidly expanding field of computer vision with this practical guide. Written by Adrian Kaehler and Gary Bradski, creator of the open source OpenCV library, this book provides a thorough introduction for developers, academics, roboticists, and hobbyists.

Mastering opencv 3

Автор: Lelis Baggio, Daniel Emami, Shervin Escriva, David Millan Ievgen, Khvedchenia Mahmood, Naureen Saragih, Jason Shilkrot, Roy
Название: Mastering opencv 3
ISBN: 1786467178 ISBN-13(EAN): 9781786467171
Издательство: Неизвестно
Цена: 9010.00 р.
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Описание: About This Book Updated for OpenCV 3, this book covers new features that will help you unlock the full potential of OpenCV 3 Written by a team of 7 experts, each chapter explores a new aspect of OpenCV to help you make amazing computer-vision aware applications Project-based approach with each chapter being a complete tutorial, showing you how to apply OpenCV to solve complete problems Who This Book Is For This book is for those who have a basic knowledge of OpenCV and are competent C++ programmers. You need to have an understanding of some of the more theoretical/mathematical concepts, as we move quite quickly throughout the book. What You Will Learn Execute basic image processing operations and cartoonify an image Build an OpenCV project natively with Raspberry Pi and cross-compile it for Raspberry Pi.text Extend the natural feature tracking algorithm to support the tracking of multiple image targets on a video Use OpenCV 3's new 3D visualization framework to illustrate the 3D scene geometry Create an application for Automatic Number Plate Recognition (ANPR) using a support vector machine and Artificial Neural Networks Train and predict pattern-recognition algorithms to decide whether an image is a number plate Use POSIT for the six degrees of freedom head pose Train a face recognition database using d

Understanding Machine Learning

Автор: Shalev-Shwartz
Название: Understanding Machine Learning
ISBN: 1107057132 ISBN-13(EAN): 9781107057135
Издательство: Cambridge Academ
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Цена: 11194.00 р.
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Описание: Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. This book explains the principles behind the automated learning approach and the considerations underlying its usage. The authors explain the `hows` and `whys` of machine-learning algorithms, making the field accessible to both students and practitioners.

Multiple View Geometry in Computer Vision

Автор: Hartley, Zisserman
Название: Multiple View Geometry in Computer Vision
ISBN: 0521540518 ISBN-13(EAN): 9780521540513
Издательство: Cambridge Academ
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Цена: 13779.00 р.
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Описание: The theory and practice of scene reconstruction are described in detail in a unified framework. The new edition features an extended introduction covering the key ideas in the book (which itself has been updated with additional examples and appendices) and significant new results which have appeared since the first edition.


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