Book

Learning OpenCV 4 Computer Vision with Python 3

Now in its third edition, this is the original book on OpenCV’s Python bindings. Readers will learn a great range of techniques and algorithms, from the classics to the state-of-the-art, and from geometry to machine learning. All of this is in aid of solving practical computer vision problems in well-built applications.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

12h24m

Language

English

About Book

Who Is This Book For?

If you are interested in learning computer vision, machine learning, and OpenCV in the context of practical real-world applications, then this book is for you. This OpenCV book will also be useful for anyone getting started with computer vision as well as experts who want to stay up-to-date with OpenCV 4 and Python 3. Although no prior knowledge of image processing, computer vision or machine learning is required, familiarity with basic Python programming is a must.

Book content

chapters 12h24m total length

Understanding OpenCV and Setting Up Environment

Handling Files, Cameras, and GUIs

Processing Images with OpenCV

Depth Estimation and Segmentation

Detecting and Recognizing Faces

Retrieving Images and Searching Using Image Descriptors

Building Custom Object Detectors

Tracking Objects

Camera Models and Augmented Reality

Neural Networks with OpenCV - An Introduction

Appendix 1: Bending Color Space with a Curves Filter

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