OpenCV: Computer Vision Projects with Python

OpenCV: Computer Vision Projects with Python
Author :
Publisher : Packt Publishing Ltd
Total Pages : 558
Release :
ISBN-10 : 9781787123847
ISBN-13 : 1787123847
Rating : 4/5 (47 Downloads)

Book Synopsis OpenCV: Computer Vision Projects with Python by : Joseph Howse

Download or read book OpenCV: Computer Vision Projects with Python written by Joseph Howse and published by Packt Publishing Ltd. This book was released on 2016-10-24 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get savvy with OpenCV and actualize cool computer vision applications About This Book Use OpenCV's Python bindings to capture video, manipulate images, and track objects Learn about the different functions of OpenCV and their actual implementations. Develop a series of intermediate to advanced projects using OpenCV and Python Who This Book Is For This learning path is for someone who has a working knowledge of Python and wants to try out OpenCV. This Learning Path will take you from a beginner to an expert in computer vision applications using OpenCV. OpenCV's application are humongous and this Learning Path is the best resource to get yourself acquainted thoroughly with OpenCV. What You Will Learn Install OpenCV and related software such as Python, NumPy, SciPy, OpenNI, and SensorKinect - all on Windows, Mac or Ubuntu Apply "curves" and other color transformations to simulate the look of old photos, movies, or video games Apply geometric transformations to images, perform image filtering, and convert an image into a cartoon-like image Recognize hand gestures in real time and perform hand-shape analysis based on the output of a Microsoft Kinect sensor Reconstruct a 3D real-world scene from 2D camera motion and common camera reprojection techniques Detect and recognize street signs using a cascade classifier and support vector machines (SVMs) Identify emotional expressions in human faces using convolutional neural networks (CNNs) and SVMs Strengthen your OpenCV2 skills and learn how to use new OpenCV3 features In Detail OpenCV is a state-of-art computer vision library that allows a great variety of image and video processing operations. OpenCV for Python enables us to run computer vision algorithms in real time. This learning path proposes to teach the following topics. First, we will learn how to get started with OpenCV and OpenCV3's Python API, and develop a computer vision application that tracks body parts. Then, we will build amazing intermediate-level computer vision applications such as making an object disappear from an image, identifying different shapes, reconstructing a 3D map from images , and building an augmented reality application, Finally, we'll move to more advanced projects such as hand gesture recognition, tracking visually salient objects, as well as recognizing traffic signs and emotions on faces using support vector machines and multi-layer perceptrons respectively. This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products: OpenCV Computer Vision with Python by Joseph Howse OpenCV with Python By Example by Prateek Joshi OpenCV with Python Blueprints by Michael Beyeler Style and approach This course aims to create a smooth learning path that will teach you how to get started with will learn how to get started with OpenCV and OpenCV 3's Python API, and develop superb computer vision applications. Through this comprehensive course, you'll learn to create computer vision applications from scratch to finish and more!.


OpenCV: Computer Vision Projects with Python Related Books

OpenCV: Computer Vision Projects with Python
Language: en
Pages: 558
Authors: Joseph Howse
Categories: Computers
Type: BOOK - Published: 2016-10-24 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Get savvy with OpenCV and actualize cool computer vision applications About This Book Use OpenCV's Python bindings to capture video, manipulate images, and trac
Computer Vision Projects with OpenCV and Python 3
Language: en
Pages: 179
Authors: Matthew Rever
Categories: Computers
Type: BOOK - Published: 2018-12-28 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Gain a working knowledge of advanced machine learning and explore Python’s powerful tools for extracting data from images and videos Key FeaturesImplement ima
Mastering OpenCV with Practical Computer Vision Projects
Language: en
Pages: 500
Authors: Daniel Lélis Baggio
Categories: Computers
Type: BOOK - Published: 2012-12-03 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Each chapter in the book is an individual project and each project is constructed with step-by-step instructions, clearly explained code, and includes the neces
OpenCV Computer Vision with Python
Language: en
Pages: 0
Authors: Joseph Howse
Categories: Computers
Type: BOOK - Published: 2013 - Publisher:

DOWNLOAD EBOOK

A practical, project-based tutorial for Python developers and hobbyists who want to get started with computer vision with OpenCV and Python.OpenCV Computer Visi
OpenCV 3 Computer Vision with Python Cookbook
Language: en
Pages: 296
Authors: Aleksei Spizhevoi
Categories: Computers
Type: BOOK - Published: 2018-03-23 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

OpenCV 3 is a native cross-platform library for computer vision, machine learning, and image processing. OpenCV's convenient high-level APIs hide very powerful