Analyze Images with Azure AI Vision Image Analysis SDK and Python

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