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Microsoft Azure AI Fundamentals: Computer Vision

Microsoft via Microsoft Learn

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Overview

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Module 1: Analyze images with the Computer Vision service

Learn how to use the Computer Vision cognitive service to analyze images.

Module 2: Classify images with the Custom Vision service

Learn how to use the Custom Vision service to create an image classification solution.

Module 3: Detect objects in images with the Custom Vision service

Learn how to use the Custom Vision service to create an object detection solution.

Module 4: Detect and analyze faces with the Face service

Learn how to use the Face cognitive service to detect and analyze faces in images.

Module 5: Read text with the Computer Vision service

Learn how to read text in images with the Computer Vision service

Module 6: Analyze receipts with the Form Recognizer service

Learn how to use the built-in receipt processing capabilities of the Form Recognizer service

Syllabus

Module 1: Analyze images with the Computer Vision service

Introduction
Get started with image analysis on Azure
Exercise - Analyze images with the Computer Vision service
Knowledge check
Summary

Module 2: Classify images with the Custom Vision service

Introduction
Understand classification
Get started with image classification on Azure
Exercise - Create an image classification solution
Knowledge check
Summary

Module 3: Detect objects in images with the Custom Vision service

Introduction
What is object detection?
Get started with object detection on Azure
Exercise - Create an object detection solution
Knowledge check
Summary

Module 4: Detect and analyze faces with the Face service

Introduction
Get started with Face analysis on Azure
Exercise - Detect and analyze faces with the Face service
Knowledge check
Summary

Module 5: Read text with the Computer Vision service

Introduction
Get started with OCR on Azure
Exercise - Read text with the Computer Vision service
Knowledge check
Summary

Module 6: Analyze receipts with the Form Recognizer service

Introduction
Get started with receipt analysis on Azure
Exercise - Analyze receipts with Form Recognizer
Knowledge check
Summary

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