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Overview
Microsoft Azure AI Fundamentals: Computer Vision provides a comprehensive introduction to the core concepts and services related to computer vision in the Azure AI ecosystem. This course is designed for beginners and professionals who want to understand how to leverage Azure's AI capabilities to analyze and interpret visual data such as images and videos. The course covers essential computer vision tasks including image classification, object detection, optical character recognition (OCR), and spatial analysis. Using Azure Cognitive Services like the Computer Vision...
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
Instructor
Microsoft
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