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Learning Microsoft Cognitive Services

You're reading from   Learning Microsoft Cognitive Services Create intelligent apps with vision, speech, language, and knowledge capabilities using Microsoft Cognitive Services

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Product type Paperback
Published in Mar 2017
Publisher Packt
ISBN-13 9781786467843
Length 372 pages
Edition 1st Edition
Languages
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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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Toc

Table of Contents (14) Chapters Close

Preface 1. Getting Started with Microsoft Cognitive Services FREE CHAPTER 2. Analyzing Images to Recognize a Face 3. Analyzing Videos 4. Letting Applications Understand Commands 5. Speak 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 Appendix A. LUIS Entities and Intents 1. Appendix B. Additional Information on Linguistic Analysis 2. Appendix C. License Information

Knowing your mood using the Emotion API


The Emotion API allows you to recognize emotions from faces, both in images and videos.

Research has shown that there are some key emotions that can be classified as cross-cultural. These are happiness sadness, surprise, anger, fear, contempt, disgust, and neutral. All of these are detected by the API, which allows your applications to respond in a more personalized way, by knowing the user's mood.

We will learn how to recognize emotions from images first, so our smart-house application can know our mood.

Getting images from a web camera

Imagine that there are several cameras around your house. The smart-house application can see how your mood is at any time. By knowing this, it can utilize the mood to better predict your needs.

We are going to add web-camera capabilities to our application. In case you do not have a web camera, you can follow along, but load images using the techniques we have already seen.

First we need to add a NuGet package to our smart...

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