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Microsoft Azure AI Fundamentals: Computer Vision

Offered By: Microsoft via Microsoft Learn

Tags

Microsoft Azure Courses Artificial Intelligence Courses Computer Vision Courses Object Detection Courses Image Classification Courses Image Analysis Courses Cognitive Services Courses

Course Description

Overview

  • Module 1: Analyze images with the Computer Vision service

    • Learn how to use the Computer Vision cognitive service to analyze images.

  • Module 2: Classify images with the Custom Vision service

    • Learn how to use the Custom Vision service to create an image classification solution.

  • Module 3: Detect objects in images with the Custom Vision service

    • Learn how to use the Custom Vision service to create an object detection solution.

  • Module 4: Detect and analyze faces with the Face service

    • Learn how to use the Face cognitive service to detect and analyze faces in images.

  • Module 5: Read text with the Computer Vision service

    • Learn how to read text in images with the Computer Vision service

  • Module 6: Analyze receipts with the Form Recognizer service

    • Learn how to use the built-in receipt processing capabilities of the Form Recognizer service


Syllabus

  • Module 1: Analyze images with the Computer Vision service
    • Introduction
    • Get started with image analysis on Azure
    • Exercise - Analyze images with the Computer Vision service
    • Knowledge check
    • Summary
  • Module 2: Classify images with the Custom Vision service
    • Introduction
    • Understand classification
    • Get started with image classification on Azure
    • Exercise - Create an image classification solution
    • Knowledge check
    • Summary
  • Module 3: Detect objects in images with the Custom Vision service
    • Introduction
    • What is object detection?
    • Get started with object detection on Azure
    • Exercise - Create an object detection solution
    • Knowledge check
    • Summary
  • Module 4: Detect and analyze faces with the Face service
    • Introduction
    • Get started with Face analysis on Azure
    • Exercise - Detect and analyze faces with the Face service
    • Knowledge check
    • Summary
  • Module 5: Read text with the Computer Vision service
    • Introduction
    • Get started with OCR on Azure
    • Exercise - Read text with the Computer Vision service
    • Knowledge check
    • Summary
  • Module 6: Analyze receipts with the Form Recognizer service
    • Introduction
    • Get started with receipt analysis on Azure
    • Exercise - Analyze receipts with Form Recognizer
    • Knowledge check
    • Summary

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