Create computer vision solutions with Azure AI Vision
Offered By: Microsoft via Microsoft Learn
Course Description
Overview
- Module 1: Analyze images
After completing this module, you'll be able to:
- Provision an Azure AI Vision resource
- Analyze an image
- Generate a smart-cropped thumbnail
- Module 2: Classify images
After completing this module, you will be able to:
- Provision Azure resources for Azure AI Custom Vision
- Understand image classification
- Train an image classifier
- Module 3: Detect objects in images
After completing this module, you will be able to:
- Provision Azure resources for Azure AI Custom Vision
- Understand object detection
- Train an object detector
- Consider options for labeling images
- Module 4: Detect, analyze, and recognize faces
After completing this module, you will be able to:
- Identify options for face detection, analysis, and identification
- Understand considerations for face analysis
- Detect faces with the Azure AI Vision service
- Understand capabilities of the Face service
- Compare and match detected faces
- Implement facial recognition
- Module 5: Analyze video
After completing this module, you'll be able to:
- Describe Azure Video Indexer capabilities
- Extract custom insights
- Use Azure Video Indexer widgets and APIs
Syllabus
- Module 1: Module 1: Analyze images
- Introduction
- Provision an Azure AI Vision resource
- Analyze an image
- Generate a smart-cropped thumbnail
- Exercise - Analyze images with Azure AI Vision
- Knowledge check
- Summary
- Module 2: Module 2: Classify images
- Introduction
- Provision Azure resources for Azure AI Custom Vision
- Understand image classification
- Train an image classifier
- Exercise - Classify images with Azure AI Custom Vision
- Knowledge check
- Summary
- Module 3: Module 3: Detect objects in images
- Introduction
- Understand object detection
- Train an object detector
- Consider options for labeling images
- Exercise - Detect objects in images with Azure AI Custom Vision
- Knowledge check
- Summary
- Module 4: Module 4: Detect, analyze, and recognize faces
- Introduction
- Identify options for face detection analysis and identification
- Understand considerations for face analysis
- Detect faces with the Azure AI 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
- Module 5: Module 5: Analyze video
- Introduction
- Understand Azure Video Indexer capabilities
- Extract custom insights
- Use Video Analyzer widgets and APIs
- Exercise - Analyze video
- Knowledge check
- Summary
Tags
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