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Microsoft
Azure
General
Build an Azure AI Vision solution (AI-3004)

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.

About the course


 Skills Covered 

  • Provision an Azure AI Vision resource 
  • Analyze an image 
  • Generate a smart-cropped thumbnail 
  • Create a custom Azure AI Vision classification model 
  • Understand image classification 
  • Understand object detection 
  • Train an image classifier in Vision Studio 
  • 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. 
  • Read text from images using OCR 
  • Use the Azure AI Vision service Image Analysis with SDKs and the REST API 
  • Develop an application that can read printed and handwritten text 
  • Describe Azure Video Indexer capabilities 
  • Extract custom insights 
  • Use Azure Video Indexer widgets and APIs 


Prerequisites 

  • Familiarity with Azure and the Azure portal. 
  • Experience programming with C# or Python. If you have no previous programming experience, we recommend you complete the Take your first steps with C# or Take your first steps with Python learning path before starting this one. 
Course content

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