Azure AI Fundamentals: Face & Optical Character Recognition

Azure 2020
  • 16 Videos | 2h 1m 23s
  • Includes Assessment
  • Earns a Badge
An advanced and powerful feature of computer vision is the ability to detect, identify, and even analyze faces and forms in images and videos. In this course, you'll learn how to use the Azure Face Detection service and Computer Vision service to determine a person's age from an image and to determine their sentiment. You'll also explore how to use the Form Recognizer service to read and process forms using Optical Character Recognition. Finally, you'll learn how to use the Receipt and Custom Form Recognizer to process fields from receipts. This course is one of a collection that prepares learners for the Microsoft Azure AI Fundamentals (AI-900) exam.

WHAT YOU WILL LEARN

  • discover the key concepts covered in this course
    describe the Azure Face Detection service and how it can be used to analyze faces
    use the Computer Vision service to analyze a face to determine age
    use the video indexer to identify faces in videos
    use the Face Service to detect, recognize, and analyze faces for sentiment
    describe the Optical Character Recognition (OCR) API provided by Azure
    use the Computer Vision service to read text
    use the Computer Vision service to read text from real-life photographs
  • use the Computer Vision service to read text from digitized documents
    identify the features and capabilities of the Form Recognizer service
    describe the Read API that is provided by the Form Recognizer service
    use the pre-built receipt model to get details from receipts
    use the Custom Form Recognizer model to get details from receipts and forms
    use the Form Recognizer model to identify specific fields and datatypes on a receipt
    process tabular data from a receipt or form using the Form Recognizer
    summarize the key concepts covered in this course

IN THIS COURSE

  • Playable
    1. 
    Course Overview
    1m 29s
    UP NEXT
  • Playable
    2. 
    Face Detection
    8m 34s
  • Locked
    3. 
    Using Computer Vision for Face and Age Detection
    10m 26s
  • Locked
    4. 
    Using Video Indexer to Identify Faces in Videos
    9m 27s
  • Locked
    5. 
    Using the Face Service to Detect and Analyze Faces
    8m 24s
  • Locked
    6. 
    Optical Character Recognition API
    6m 41s
  • Locked
    7. 
    Using Computer Vision to Read Text
    8m 39s
  • Locked
    8. 
    Using Computer Vision to Read Text from Photographs
    6m 47s
  • Locked
    9. 
    Reading Text from Digitized Documents
    6m 27s
  • Locked
    10. 
    Form Recognizer Service
    6m 37s
  • Locked
    11. 
    Read API
    5m 30s
  • Locked
    12. 
    Using the Pre-built Receipt Model
    7m 54s
  • Locked
    13. 
    Using a Custom Form Recognizer Model
    12m 43s
  • Locked
    14. 
    Identifying Specific Fields and Types on a Receipt
    6m 18s
  • Locked
    15. 
    Processing Tables on Forms
    7m 35s
  • Locked
    16. 
    Course Summary
    50s

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