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Machine Learning: End-to-End guide for Java developers

You're reading from   Machine Learning: End-to-End guide for Java developers Data Analysis, Machine Learning, and Neural Networks simplified

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Product type Course
Published in Oct 2017
Publisher Packt
ISBN-13 9781788622219
Length 1159 pages
Edition 1st Edition
Languages
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Authors (2):
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Krishna Choppella Krishna Choppella
Author Profile Icon Krishna Choppella
Krishna Choppella
Uday Kamath Uday Kamath
Author Profile Icon Uday Kamath
Uday Kamath
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Toc

Chapter 8. Image Recognition with Deeplearning4j

Images have become ubiquitous in web services, social networks, and web stores. In contrast to humans, computers have great difficulty in understanding what is in the image and what does it represent. In this chapter, we'll first look at the challenges required to teach computers how to understand images, and then focus on an approach based on deep learning. We'll look at a high-level theory required to configure a deep learning model and discuss how to implement a model that is able to classify images using a Java library, Deeplearning4j.

This chapter will cover the following topics:

  • Introducing image recognition
  • Discussing deep learning fundamentals
  • Building an image recognition model

Introducing image recognition

A typical goal of image recognition is to detect and identify an object in a digital image. Image recognition is applied in factory automation to monitor product quality; surveillance systems to identify potentially...

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Machine Learning: End-to-End guide for Java developers
Published in: Oct 2017
Publisher: Packt
ISBN-13: 9781788622219
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