Hands-On LabBeginner

Analyze Images with Azure AI Vision Image Analysis SDK and Python

Analyze images with Azure AI Vision Image Analysis SDK and Python. Learn to extract captions, tags, and objects using the latest SDK in a hands-on cloud lab.

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60 minEstimated time
2Guided steps
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Analyze Images with Azure AI Vision Image Analysis SDK and Python

Lab overview

Azure AI Vision's Image Analysis service enables organizations and individuals to extract rich information from images using advanced machine learning models. This service can automatically generate captions, detect objects, extract text, and assign descriptive tags, making it invaluable for accessibility, content moderation, and intelligent search.

In this lab, you will use the Azure AI Vision Image Analysis Python SDK to analyze images programmatically. You'll learn how to set up your environment, authenticate with Azure, analyze images for captions, tags, and objects, and interpret the results for practical use in your own applications.

Objectives

Upon completion of this Beginner level lab, you will be able to:

  • Set up and authenticate the Azure AI Vision Image Analysis SDK in Python
  • Analyze images to generate captions, detect objects, and extract tags
  • Filter and interpret analysis results for real-world applications

Who is this lab for?

This lab is designed for:

  • Data scientists
  • Python developers
  • Cloud engineers interested in AI-powered image analysis

Verified against your live environment

An automated validation engine inspects your actual resources and configurations as you work. Completion means the task was performed — not multiple choice, real-world proficiency.

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Inspecting deployed resources...
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✓ Step requirements satisfied

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Related reading

Azure AI Services Explained: A Beginner's Map to Vision, Speech, Language, and OpenAIA beginner's map to Azure AI Services. What Vision, Speech, Language, Content Safety, and Azure OpenAI each do, when to use them, and a week-by-week path with hands-on labs to start building today.Azure Compute Services Compared — VMs vs. App Service vs. Functions vs. Container AppsA practical comparison of Azure VMs, App Service, Functions, and Container Apps — what each does, what it costs, and when to use it.Startup Tech Stack: Building Smart with Azure ServicesExplore how startups can leverage Azure services to build a powerful, scalable tech stack. Learn how to select and implement key Azure tools for success.
PremiumIncluded in Premium
Duration
60 min
Steps
2

Environment

Live Cloud EnvironmentBrowser Code IDE

Every lab includes

  • Real environment, pre-credentialed
  • Automated checks on every step
  • Isolated sandbox, auto cleanup
  • AI-recommended next steps

Lab curriculum

  1. 01

    Generating Image Caption Using Image Analysis SDK

    1 automated check

  2. 02

    Exploring Additional Visual Features

    1 automated check

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