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Create computer vision solutions with Azure AI Vision
Microsoft via Microsoft Learn
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Overview
Azure AI Vision provides a comprehensive suite of computer vision services that enable developers and businesses to build intelligent applications capable of understanding and analyzing visual content. Leveraging advanced AI and deep learning models, Azure Vision allows you to extract rich information from images and videos, automate visual inspection, and enhance decision-making processes. With Azure AI Vision, you can implement features such as image classification, object detection, optical character recognition (OCR), face detection, and spatial analysis. The platform supports custom vision...
Syllabus
- Module 1: Analyze images
- Introduction
- Provision a Computer Vision resource
- Analyze an image
- Generate a smart-cropped thumbnail
- Exercise - Analyze images with Computer Vision
- Knowledge check
- Summary
- Module 2: Analyze video
- Introduction
- Understand Video Analyzer for Media capabilities
- Extract custom insights
- Use Video Analyzer widgets and APIs
- Exercise - Analyze video
- Knowledge check
- Summary
- Module 3: Classify images
- Introduction
- Provision Azure resources for custom vision
- Understand image classification
- Train an image classifier
- Exercise - Classify images with custom vision
- Knowledge check
- Summary
- Module 4: Detect objects in images
- Introduction
- Understand object detection
- Train an object detector
- Consider options for labeling images
- Exercise - Detect objects in images with custom vision
- Knowledge check
- Summary
- Module 5: Detect, analyze, and recognize faces
- Introduction
- Identify options for face detection analysis and identification
- Understand considerations for face analysis
- Detect faces with the computer vision service
- Understand capabilities of the face service
- Compare and match detected faces
- Implement facial recognition
- Exercise - Detect, analyze, and identify faces
- Knowledge check
- Summary
Instructor
Microsoft
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