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

Module 1: Analyze images 

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

Exercise: Analyze images with Azure AI Vision 

Module 2: Image classification with custom Azure AI Vision models 

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

Exercise: Classify images with an Azure AI Vision custom model 

Module 3: 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 

Exercise: Detect, analyze, and identify faces 

Module 4: Read Text in images and documents with the Azure AI Vision Service 

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

Exercise: Read text in images 

Module 5: Analyze video 

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

Exercise: Analyze video