Integrated Performance Improvement

AI-3004 Build an Azure AI Vision solution with Azure AI services


Computer vision is an area of artificial intelligence that deals with visual perception. Azure AI Vision includes multiple services that support common computer vision scenarios.


Course Outline:

Analyze images

  • Provision an Azure AI Vision resource
  • Analyze an image
  • Generate a smart-cropped thumbnail and remove background

Image classification with custom Azure AI Vision models

  • Understand custom model types
  • Create a custom project
  • Label and train a custom model

Detect, analyze, and recognize faces

  • 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

Read Text in images and documents with the Azure AI Vision Service

  • Explore Azure AI Vision options for reading text
  • Use the Read API

Analyze video

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

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