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Create computer vision solutions with Azure AI Vision

Offered By: Microsoft via Microsoft Learn

Tags

Artificial Intelligence Courses Computer Vision Courses Facial Recognition Courses Object Detection Courses Image Classification Courses Image Analysis Courses

Course Description

Overview

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  • Module 1: Analyze images

    After completing this module, you'll be able to:

    • Provision an Azure AI Vision resource
    • Analyze an image
    • Generate a smart-cropped thumbnail
  • Module 2: Classify images

    After completing this module, you will be able to:

    • Provision Azure resources for Azure AI Custom Vision
    • Understand image classification
    • Train an image classifier
  • Module 3: Detect objects in images

    After completing this module, you will be able to:

    • Provision Azure resources for Azure AI Custom Vision
    • Understand object detection
    • Train an object detector
    • Consider options for labeling images
  • Module 4: Detect, analyze, and recognize faces

    After completing this module, you will be able to:

    • Identify options for face detection, analysis, and identification
    • Understand considerations for face analysis
    • Detect faces with the Azure AI Vision service
    • Understand capabilities of the Face service
    • Compare and match detected faces
    • Implement facial recognition
  • Module 5: Analyze video

    After completing this module, you'll be able to:

    • Describe Azure Video Indexer capabilities
    • Extract custom insights
    • Use Azure Video Indexer widgets and APIs

Syllabus

  • Module 1: Module 1: Analyze images
    • Introduction
    • Provision an Azure AI Vision resource
    • Analyze an image
    • Generate a smart-cropped thumbnail
    • Exercise - Analyze images with Azure AI Vision
    • Knowledge check
    • Summary
  • Module 2: Module 2: Classify images
    • Introduction
    • Provision Azure resources for Azure AI Custom Vision
    • Understand image classification
    • Train an image classifier
    • Exercise - Classify images with Azure AI Custom Vision
    • Knowledge check
    • Summary
  • Module 3: Module 3: Detect objects in images
    • Introduction
    • Understand object detection
    • Train an object detector
    • Consider options for labeling images
    • Exercise - Detect objects in images with Azure AI Custom Vision
    • Knowledge check
    • Summary
  • Module 4: Module 4: Detect, analyze, and recognize faces
    • Introduction
    • Identify options for face detection analysis and identification
    • Understand considerations for face analysis
    • Detect faces with the Azure AI Vision service
    • Understand capabilities of the face service
    • Compare and match detected faces
    • Implement facial recognition
    • Exercise - Detect, analyze, and identify faces
    • Knowledge check
    • Summary
  • Module 5: Module 5: Analyze video
    • Introduction
    • Understand Azure Video Indexer capabilities
    • Extract custom insights
    • Use Video Analyzer widgets and APIs
    • Exercise - Analyze video
    • Knowledge check
    • Summary

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