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Building Computer Vision Applications Using Artificial Neural Networks

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Cover of 'Building Computer Vision Applications Using Artificial Neural Networks'

Table of Contents

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    Book Overview
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    Chapter 1 Prerequisites and Software Installation
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    Chapter 2 Core Concepts of Image and Video Processing
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    Chapter 3 Techniques of Image Processing
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    Chapter 4 Building a Machine Learning–Based Computer Vision System
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    Chapter 5 Deep Learning and Artificial Neural Networks
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    Chapter 6 Deep Learning in Object Detection
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    Chapter 7 Practical Example: Object Tracking in Videos
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    Chapter 8 Practical Example: Face Recognition
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    Chapter 9 Industrial Application: Real-Time Defect Detection in Industrial Manufacturing
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    Chapter 10 Computer Vision Modeling on the Cloud
Attention for Chapter 3: Techniques of Image Processing
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