Computer vision is an area of artificial intelligence that deals with visual perception. Azure AI Vision includes multiple services that support common computer vision scenarios.
Course Outline
1 – Analyze images
Provision an Azure AI Vision resource
Analyze an image
Module assessment
2 – Read text in images
Explore Azure AI options for reading text
Read text with Azure AI Vision Image Analysis
Module assessment
3 – Detect, analyze, and recognize faces
Plan a face detection, analysis, or recognition solution
Detect and analyze faces
Verify and identify faces
Responsible AI considerations for face-based solutions
Module assessment
4 – Classify images
Azure AI Custom Vision
Train an image classification model
Create an image classification client application
Module assessment
5 – Detect objects in images
Use Azure AI Custom Vision for object detection
Train an object detector
Develop an object detection client application
Module assessment
6 – Analyze video
Understand Azure Video Indexer capabilities
Extract custom insights
Use Video Analyzer widgets and APIs
Module assessment
7 – Develop a vision-enabled generative AI application
Deploy a multimodal model
Develop a vision-based chat app
Module assessment
8 – Generate images with AI
What are image-generation models?
Explore image-generation models in Azure AI Foundry portal
Create a client application that uses an image generation model