OpenCV: Computer Vision Projects with Python [EPUB]

2016 | ISBN: 9781787125490 | English | Publisher: Packt Publishing | epub | 36,5 MB

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

Features

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

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