Create computer vision solutions with Azure Cognitive Services

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Free Online Course: Create computer vision solutions with Azure Cognitive Services provided by Microsoft Learn is a comprehensive online course, which lasts for 4-5 hours worth of material. The course is taught in English and is free of charge.

Overview
    • Module 1: Analyze images
    • After completing this module, you will be able to:

      • Provision a Computer Vision resource
      • Analyze an image
      • Generate a smart-cropped thumbnail
    • Module 2: Analyze video
    • After completing this module, you will be able to:

      • Describe Video Analyzer for Media capabilities
      • Extract custom insights
      • Use Video Analyzer for Media widgets and APIs
    • Module 3: Classify images
    • After completing this module, you will be able to:

      • Provision Azure resources for Custom Vision
      • Understand image classification
      • Train an image classifier
    • Module 4: Detect objects in images
    • After completing this module, you will be able to:

      • Provision Azure resources for Custom Vision
      • Understand object detection
      • Train an object detector
      • Consider options for labeling images
    • Module 5: Detect, analyze, and recognize faces
    • After completing this module, you rill be able to:

      • Identify options for face detection, analysis, and identification
      • Understand considerations for face analysis
      • Detect faces with the Computer Vision service
      • Understand capabilities of the Face service
      • Compare and match detected faces
      • Implement facial recognition

Syllabus
    • Module 1: Analyze images
      • Introduction
      • Provision a Computer Vision resource
      • Analyze an image
      • Generate a smart-cropped thumbnail
      • Exercise - Analyze images with Computer Vision
      • Knowledge check
      • Summary
    • Module 2: Analyze video
      • Introduction
      • Understand Video Analyzer for Media capabilities
      • Extract custom insights
      • Use Video Analyzer widgets and APIs
      • Exercise - Analyze video
      • Knowledge check
      • Summary
    • Module 3: Classify images
      • Introduction
      • Provision Azure resources for custom vision
      • Understand image classification
      • Train an image classifier
      • Exercise - Classify images with custom vision
      • Knowledge check
      • Summary
    • Module 4: Detect objects in images
      • Introduction
      • Understand object detection
      • Train an object detector
      • Consider options for labeling images
      • Exercise - Detect objects in images with custom vision
      • Knowledge check
      • Summary
    • Module 5: Detect, analyze, and recognize faces
      • Introduction
      • Identify options for face detection analysis and identification
      • Understand considerations for face analysis
      • Detect faces with the computer 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