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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

Setting up your Julia

Before we start working with our images, we need to ensure that our Julia environment has all the required prerequisites so that we can complete the chapter. We already confirmed that our Julia setup is correct, so let's proceed with installing the most essential packages from the JuliaImages collection.

Installing packages

The most essential packages from the JuliaImages collection are the following:

  • Images.jl
  • ImageMetadata.jl
  • ImageView.jl
  • TestImages.jl

These packages are all you need to perform simple tasks, and most regular users should be fine with the setup.

Run the following commands in the Julia REPL to get them installed and configured. If you have not used Julia before, it is very likely that these commands will install additional dependencies:

using Pkg
Pkg.add("Images")
Pkg.add("ImageMetadata")
Pkg.add("ImageView")
Pkg.add("TestImages")
Pkg.update()

The moment installation completes, it is advised that you verify whether the packages can be loaded. This is done by merely importing them into the current environment, waiting for new packages to compile, and seeing whether the command succeeds:

julia> using Images, ImageMetadata, TestImages, ImageView

There is a small chance that the preceding command will fail with an exception message stating that one of the packages does not exist:

ERROR: ArgumentError: Module XXX not found in current path.
Run `Pkg.add("XXX")` to install the TestImages package.

Please follow the instructions to install a missing package and repeat the steps from this chapter.

Windows users are required to complete additional steps to make the TestImages package work. Users are required to follow an extensive post-installation guide from the package page, http://juliaimages.github.io/TestImages.jl/, or from Chapter 9, Case Study – Book Cover Classification, Analysis, and Recognition.
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