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Mastering OpenCV 4 with Python : a practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7 /
Mastering OpenCV 4 with Python is a comprehensive guide to help you to get acquainted with various computer vision algorithms running in real-time. This book will help you to build complete projects on image processing, motion detection, and image segmentation where you can gain advanced computer vi...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham, UK :
Packt Publishing,
2019.
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| Temas: | |
| Acceso en línea: | Texto completo Texto completo |
MARC
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| 100 | 1 | |a Fernández Villán, Alberto, |e author. | |
| 245 | 1 | 0 | |a Mastering OpenCV 4 with Python : |b a practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7 / |c Alberto Fernández Villán. |
| 246 | 3 | |a Mastering Open Source Computer Vision four with Python | |
| 264 | 1 | |a Birmingham, UK : |b Packt Publishing, |c 2019. | |
| 300 | |a 1 online resource : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references. | ||
| 588 | 0 | |a Online resource; title from title page (Safari, viewed May 1, 2019). | |
| 505 | 0 | |a Cover; Title Page; Copyright and Credits; About Packt; Contributors; Table of Contents; Preface; Section 1: Introduction to OpenCV 4 and Python; Chapter 1: Setting Up OpenCV; Technical requirements; Code testing specifications; Hardware specifications; Understanding Python; Introducing OpenCV; Contextualizing the reader; A theoretical introduction to the OpenCV library; OpenCV modules; OpenCV users; OpenCV applications; Why citing OpenCV in your research work; Installing OpenCV, Python, and other packages; Installing Python, OpenCV, and other packages globally; Installing Python | |
| 505 | 8 | |a Installing Python on LinuxInstalling Python on Windows; Installing OpenCV; Installing OpenCV on Linux; Installing OpenCV on Windows; Testing the installation; Installing Python, OpenCV, and other packages with virtualenv; Python IDEs to create virtual environments with virtualenv; Anaconda/Miniconda distributions and conda package-and environment-management system ; Packages for scientific computing, data science, machine learning, deep learning, and computer vision; Jupyter Notebook; Trying Jupiter Notebook online ; Installing the Jupyter Notebook; Installing Jupyter using Anaconda | |
| 505 | 8 | |a Installing Jupyter with pipThe OpenCV and Python project structure; Our first Python and OpenCV project; Summary; Questions; Further reading; Chapter 2: Image Basics in OpenCV; Technical requirements; A theoretical introduction to image basics; Main problems in image processing; Image-processing steps; Images formulation; Concepts of pixels, colors, channels, images, and color spaces; File extensions; The coordinate system in OpenCV; Accessing and manipulating pixels in OpenCV; Accessing and manipulating pixels in OpenCV with BGR images | |
| 505 | 8 | |a Accessing and manipulating pixels in OpenCV with grayscale imagesBGR order in OpenCV; Summary; Questions; Further reading; Chapter 3: Handling Files and Images; Technical requirements; An introduction to handling files and images; sys.argv; Argparse -- command-line option and argument parsing; Reading and writing images; Reading images in OpenCV; Reading and writing images in OpenCV; Reading camera frames and video files; Reading camera frames; Accessing some properties of the capture object; Saving camera frames; Reading a video file; Reading from an IP camera; Writing a video file | |
| 505 | 8 | |a Calculating frames per secondConsiderations for writing a video file; Playing with video capture properties; Getting all the properties from the video capture object; Using the properties -- playing a video backwards; Summary; Questions; Further reading; Chapter 4: Constructing Basic Shapes in OpenCV; Technical requirements; A theoretical introduction to drawing in OpenCV; Drawing shapes; Basic shapes -- lines, rectangles, and circles; Drawing lines; Drawing rectangles; Drawing circles; Understanding advanced shapes; Drawing a clip line; Drawing arrows; Drawing ellipses; Drawing polygons | |
| 520 | |a Mastering OpenCV 4 with Python is a comprehensive guide to help you to get acquainted with various computer vision algorithms running in real-time. This book will help you to build complete projects on image processing, motion detection, and image segmentation where you can gain advanced computer vision techniques. | ||
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a OpenCV (Computer program language) | |
| 650 | 0 | |a Computer vision. | |
| 650 | 0 | |a Python (Computer program language) | |
| 650 | 0 | |a Image processing. | |
| 650 | 0 | |a Machine learning. | |
| 650 | 6 | |a OpenCV (Langage de programmation) | |
| 650 | 6 | |a Vision par ordinateur. | |
| 650 | 6 | |a Python (Langage de programmation) | |
| 650 | 6 | |a Traitement d'images. | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 7 | |a image processing. |2 aat | |
| 650 | 7 | |a Computer vision |2 fast | |
| 650 | 7 | |a Image processing |2 fast | |
| 650 | 7 | |a Machine learning |2 fast | |
| 650 | 7 | |a OpenCV (Computer program language) |2 fast | |
| 650 | 7 | |a Python (Computer program language) |2 fast | |
| 776 | 0 | 8 | |i Print version: |a Fernández Villán, Alberto. |t Mastering OpenCV 4 with Python : A Practical Guide Covering Topics from Image Processing, Augmented Reality to Deep Learning with OpenCV 4 and Python 3. 7. |d Birmingham : Packt Publishing Ltd, ©2019 |z 9781789344912 |
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