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Cognitive Computing with IBM Watson

You're reading from   Cognitive Computing with IBM Watson Build smart applications using artificial intelligence as a service

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Product type Paperback
Published in Apr 2019
Publisher Packt
ISBN-13 9781788478298
Length 256 pages
Edition 1st Edition
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Authors (2):
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Tanmay Bakshi Tanmay Bakshi
Author Profile Icon Tanmay Bakshi
Tanmay Bakshi
Robert High Robert High
Author Profile Icon Robert High
Robert High
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Toc

Table of Contents (11) Chapters Close

Preface 1. Background, Transition, and the Future of Computing FREE CHAPTER 2. Can Machines Converse Like Humans? 3. Computer Vision 4. This Is How Computers Speak 5. Expecting Empathy from Dumb Computers 6. Language - How Watson Deals with NL 7. Structuring Unstructured Content Through Watson 8. Putting It All Together with Watson 9. Future - Cognitive Computing and You 10. Another Book You May Enjoy

Computer Vision

Welcome to the third chapter in your journey into the world of Watson. In this chapter, you're going to learn about computer vision! In doing so, you're also going to learn a lot more about the underlying visual systems in animals, how and why computer vision evolved, and why understanding visual data is so complex. I'll then walk you through how you can implement computer vision with Watson; we'll do this with both custom datasets and some pre-trained classifiers from Watson, such as those for facial detection.

In this chapter, we will cover the following topics:

  • Can machines visually perceive the world around them?
  • Uploading data and training the classifier
  • Creating a Python application to classify with Watson
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