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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 (19) Chapters Close

Title Page
Credits
About the Author
About the Reviewer
www.PacktPub.com
Customer Feedback
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. 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

Automatically moderating user content


Using the Content Moderator API, we can add monitoring to user-generated content. The API is created to assist with flags and to assess and filter offensive and unwanted content.

The content to moderate

We will quickly go through the key features of the moderation APIs in this section.

Note

A reference to the documentation for all APIs can be found at https://docs.microsoft.com/nb-no/azure/cognitive-services/content-moderator/api-reference.

Image moderation

The Image Moderation API allows you to moderate images for adult and racy content. It can also extract textual content and detect faces in images.

When using the API to evaluate adult and racy content, the API will take an image as input. Based on the image, it will return a Boolean value, indicating if the image is either adult or racy. It will also contain a corresponding confidence score between 0 and 1. The Boolean value is set based on a set of default thresholds.

If the image contains any text, the...

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