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The Applied AI and Natural Language Processing Workshop

You're reading from   The Applied AI and Natural Language Processing Workshop Explore practical ways to transform your simple projects into powerful intelligent applications

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781800208742
Length 384 pages
Edition 1st Edition
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Authors (3):
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Ruze Richards Ruze Richards
Author Profile Icon Ruze Richards
Ruze Richards
Krishna Sankar Krishna Sankar
Author Profile Icon Krishna Sankar
Krishna Sankar
Jeffrey Jackovich Jeffrey Jackovich
Author Profile Icon Jeffrey Jackovich
Jeffrey Jackovich
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Toc

Table of Contents (8) Chapters Close

Preface
1. An Introduction to AWS 2. Analyzing Documents and Text with Natural Language Processing FREE CHAPTER 3. Topic Modeling and Theme Extraction 4. Conversational Artificial Intelligence 5. Using Speech with the Chatbot 6. Computer Vision and Image Processing Appendix

Amazon Rekognition Basics

Amazon Rekognition is a deep learning-based visual analysis service from AWS that allows you to perform image analysis on pictures and videos using machine learning. It is built on the same scalable infrastructure as AWS itself and uses deep learning technology to be able to analyze billions of images daily if required. It is also being updated constantly by Amazon and is learning new labels and features.

Some of the use cases for Amazon Rekognition are as follows:

  • Searching across a library of image content using text keywords.
  • Confirming user identities by comparing live images with reference ones.
  • Analyzing trends based on public images, including the sentiments and emotions of the people in the images.
  • Detecting explicit or suggestive content and automatically filtering it for
    your purposes.
  • Detecting and retrieving text from images.

    Note

    Amazon Rekognition is also a HIPAA-eligible service for healthcare applications. If you wish...

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