Analyze images
After completing this module, you’ll be able to:
- Provision an Azure Vision resource.
- Use the Azure Vision SDK to connect to your resource.
- Write code to analyze an image.
Azure's Vision service uses advanced algorithms to process images and return information based on the visual features you're interested in. This module teaches you how to use the Azure Vision Image Analysis OCR feature.
In this module, you'll learn how to:
- Describe the OCR capabilities of Azure Vision's Image Analysis API.
- Use the Azure Vision service Image Analysis API to extract text from images.
Detect, analyze, and recognize faces
After completing this module, you'll be able to:
- Describe the capabilities of the Azure Vision Face service.
- Write code to detect and analyze faces in an image.
- Describe facial recognition support in Azure Vision Face.
- Describe responsible AI considerations when developing facial solutions.
Classify images
After completing this module, you'll be able to:
- Provision Azure resources for Azure AI Custom Vision
- Train an image classification model
- Use the Azure AI Custom Vision SDK to create an image classification client application
Detect objects in images
After completing this module, you'll be able to:
- Provision Azure resources for Azure AI Custom Vision
- Understand object detection
- Train an object detector
- Use the Azure AI Custom Vision SDK to create an object detection client application
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
A picture says a thousand words, and multimodal generative AI models can interpret images to respond to visual prompts. Learn how to build vision-enabled chat apps.
After completing this module, you'll be able to:
- Deploy a vision-enabled generative AI model in Microsoft Foundry.
- Test an image-based prompt in the chat playground.
- Create a chat app that submits image-based prompts.
Use models in Microsoft Foundry to generate images
After completing this module, you'll be able to:
- Describe the capabilities of image generation models
- Use the Images playground in Microsoft Foundry portal
- Integrate image generation models into your apps

Syllabus

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