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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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Toc

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

Introduction

You may have already seen that running corner detection on a simple image can return thousands of different features, and precisely mapping them with another image could be an issue when using classic computer vision techniques.

We need a tool that can express a human-like behavior to solve this problem quickly and efficiently, and that is where deep learning and neural networks step in.

Deep learning has become one of the hottest topics in the industry. Indeed, neural networks have proven to solve complex problems efficiently, such as image recognition or natural language speech. Luckily for us, we have a solution in Julia to follow the hype!

Let's jump into a quick introduction to neural networks and MXNet and quickly proceed to the programming part.

The need for...

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