Description: Further DetailsTitle: Mastering OpenCV 4 with PythonCondition: NewRelease Date: 03/29/2019Format: PaperbackSubtitle: A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7ISBN-10: 1789344913EAN: 9781789344912ISBN: 9781789344912Publisher: Packt Publishing LimitedDescription: Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web computing and augmented reality.Key FeaturesDevelop your computer vision skills by mastering algorithms in Open Source Computer Vision 4 (OpenCV 4) and PythonApply machine learning and deep learning techniques with TensorFlow and KerasDiscover the modern design patterns you should avoid when developing efficient computer vision applicationsBook Description OpenCV is considered to be one of the best open source computer vision and machine learning software libraries. It helps developers build complete projects in relation to image processing, motion detection, or image segmentation, among many others. OpenCV for Python enables you to run computer vision algorithms smoothly in real time, combining the best of the OpenCV C++ API and the Python language. In this book, you'll get started by setting up OpenCV and delving into the key concepts of computer vision. You'll then proceed to study more advanced concepts and discover the full potential of OpenCV. The book will also introduce you to the creation of advanced applications using Python and OpenCV, enabling you to develop applications that include facial recognition, target tracking, or augmented reality. Next, you'll learn machine learning techniques and concepts, understand how to apply them in real-world examples, and also explore their benefits, including real-time data production and faster data processing. You'll also discover how to translate the functionality provided by OpenCV into optimized application code projects using Python bindings. Toward the concluding chapters, you'll explore the application of artificial intelligence and deep learning techniques using the popular Python libraries TensorFlow, and Keras. By the end of this book, you'll be able to develop advanced computer vision applications to meet your customers' demands.What you will learnHandle files and images, and explore various image processing techniquesExplore image transformations, including translation, resizing, and croppingGain insights into building histogramsBrush up on contour detection, filtering, and drawingWork with Augmented Reality to build marker-based and markerless applicationsWork with the main machine learning algorithms in OpenCVExplore the deep learning Python libraries and OpenCV deep learning capabilitiesCreate computer vision and deep learning web applicationsWho this book is for This book is designed for computer vision developers, engineers, and researchers who want to develop modern computer vision applications. Basic experience of OpenCV and Python programming is a must.Language: EnglishCountry/Region of Manufacture: GBItem Height: 93mmItem Length: 75mmAuthor: Alberto Fernández VillánGenre: Computing & InternetRelease Year: 2019 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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Release Date: 03/29/2019
Release Year: 2019
Book Title: Mastering OpenCV 4 with Python
Title: Mastering OpenCV 4 with Python
Subtitle: A practical guide covering topics from image processing, augmente
ISBN-10: 1789344913
EAN: 9781789344912
ISBN: 9781789344912
Country/Region of Manufacture: GB
Item Height: 93mm
Genre: Computing & Internet
Number of Pages: 532 Pages
Publication Name: 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
Language: English
Publisher: Packt Publishing, The Limited
Publication Year: 2019
Subject: Programming Languages / General, Image Processing, Computer Vision & Pattern Recognition, Programming Languages / Python
Type: Textbook
Item Length: 3.6 in
Subject Area: Computers
Author: Alberto Fernandez Villan
Item Width: 3 in
Format: Trade Paperback
