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