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Build an Azure AI Vision Solution with Azure AI Services (AI-3004)

Course Outline

Build an Azure AI Vision solution with Azure AI Services (AI-3004) is an immersive one-day course designed for software developers seeking to integrate AI capabilities into their applications using Azure AI Services and Azure AI Language. Throughout the course, participants will utilize either C# or Python programming languages to harness the power of Azure AI Services. 

Build an Azure AI Vision Solution with Azure AI Services (AI-3004) Benefits

  • In this course, you will learn how to:

    • Design solutions for image analysis using prebuilt features. 
    • Create custom vision models for classification and object detection. 
    • Perform optical character recognition (OCR) and extracting insights from video. 

  • Training Prerequisites

    Before enrolling, students must possess:

    • Knowledge of Microsoft Azure and proficiency in navigating the Azure portal.
    • Proficiency in either C# or Python programming languages.
    • Familiarity with JSON and REST programming semantics.

Build an Azure AI Vision Solution with Azure AI services (AI-3004) Training Outline

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 

Course Dates - North America
Course Dates - Europe
Attendance Method
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