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Cloud Analytics with Google Cloud Platform

You're reading from   Cloud Analytics with Google Cloud Platform An end-to-end guide to processing and analyzing big data using Google Cloud Platform

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Product type Paperback
Published in Apr 2018
Publisher Packt
ISBN-13 9781788839686
Length 282 pages
Edition 1st Edition
Concepts
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Author (1):
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Sanket Thodge Sanket Thodge
Author Profile Icon Sanket Thodge
Sanket Thodge
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Table of Contents (11) Chapters Close

Preface 1. Introducing Cloud Analytics 2. Design and Business Considerations FREE CHAPTER 3. GCP 10,000 Feet Above – A High-Level Understanding of GCP 4. Ingestion and Storing – Bring the Data and Capture It 5. Processing and Visualizing – Close Encounter 6. Machine Learning, Deep Learning, and AI on GCP 7. Guidance on Google Cloud Platform Certification 8. Business Use Cases 9. Introduction to AWS and Azure 10. Other Books You May Enjoy

Cloud Video Intelligence


The content can easily search labels and discover within the entire video, shot by shot, or per frame. It allows us to identify automatically key points in video content with a massive recommendation library of 20,000 labels. It also returns confidence levels for each entity identified, so it can easily control and filter video content for what’s most relevant. It provides insights on the changes that occurred in a scene or frame, and identifies appropriate locations (either regional or global) in videos to insert ads that are contextually relevant to the video content. It also automatically transcribes video content in English.

The architecture for Cloud Video Intelligence is as follows:

The core components used in this technique are:

  • REST API
  • RPC API
  • Cloud Storage
  • Cloud Endpoints
  • Clients Library
  • IAM

The API has found a variety of applications in:

    • Aircraft
    • Forensic science
    • Automobiles
    • Education
    • Industry robotics
    • Public transportation systems:
      • Eliminating overcrowding
      • Time management...
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