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Hands-On Computer Vision with Julia

You're reading from   Hands-On Computer Vision with Julia Build complex applications with advanced Julia packages for image processing, neural networks, and Artificial Intelligence

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Product type Paperback
Published in Jun 2018
Publisher Packt
ISBN-13 9781788998796
Length 202 pages
Edition 1st Edition
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Author (1):
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Dmitrijs Cudihins Dmitrijs Cudihins
Author Profile Icon Dmitrijs Cudihins
Dmitrijs Cudihins
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Table of Contents (11) Chapters Close

Preface 1. Getting Started with JuliaImages 2. Image Enhancement FREE CHAPTER 3. Image Adjustment 4. Image Segmentation 5. Image Representation 6. Introduction to Neural Networks 7. Using Pre-Trained Neural Networks 8. OpenCV 9. Assessments
10. Other Books You May Enjoy

OpenCV

OpenCV is the leading open source library for computer vision, developed over 18 years ago. Since then, it has been made available in any programming language, including Julia. OpenCV is known to be extremely fast, which makes it very effective for executing different processing and for use in real-time applications. We will use the OpenCV and the Julia package and make calls directly to the C++ API.

The following topics will be covered in this chapter:

  • Introduction to OpenCV
  • Usage of the OpenCV.jl package to call basic the OpenCV functions
  • Usage of the Cxx.jl package to call the OpenCV function
  • Object detection on images using OpenCV
  • Object tracking from videos using OpenCV
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