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Learning Microsoft Cognitive Services

You're reading from   Learning Microsoft Cognitive Services Leverage Machine Learning APIs to build smart applications

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Product type Paperback
Published in Oct 2017
Publisher Packt
ISBN-13 9781788623025
Length 368 pages
Edition 2nd Edition
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Author (1):
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Leif Larsen Henning Larsen Leif Larsen Henning Larsen
Author Profile Icon Leif Larsen Henning Larsen
Leif Larsen Henning Larsen
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Table of Contents (13) Chapters Close

Preface 1. Getting Started with Microsoft Cognitive Services 2. Analyzing Images to Recognize a Face FREE CHAPTER 3. Analyzing Videos 4. Letting Applications Understand Commands 5. Speaking with Your Application 6. Understanding Text 7. Extending Knowledge Based on Context 8. Querying Structured Data in a Natural Way 9. Adding Specialized Searches 10. Connecting the Pieces 11. LUIS Entities and Additional Information on Linguistic Analysis 12. License Information

Analyzing Videos

In the previous chapter, we looked into different APIs for processing images. In this chapter, we will cover two new APIs: the Emotion API and the Video API. Working our way through this chapter, we will add emotion recognition to our smart-house application. We will also learn how to detect emotions in videos. Additionally, we will learn how to use the different operations of the Video API.

In this chapter, we will cover the following topics:

  • Recognizing emotions in images
  • Retrieving an aggregated summary of emotion from videos
  • Stabilizing and smoothing shaky videos
  • Detecting and tracking faces in videos
  • Detecting motion in videos with a stationary background
  • Automatically generating video thumbnail summaries
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