Develop computer vision solutions in Azure (AI-3004)

Module 1: Analyze images

• • Provision an Azure AI Vision resource
• • Analyze an image
• • Generate a smart-cropped thumbnail

Module 2: Read text in images

• • Explore Azure AI options for reading text
• • Read text with Azure AI Vision Image Analysis
• • Exercise - Read text in images

Module 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
• • Exercise - Detect and analyze faces

Module 4: Classify images

• • Azure AI Custom Vision
• • Train an image classification model
• • Create an image classification client application
• • Exercise - Classify images

Module 5: Detect objects in images

• • Use Azure AI Custom Vision for object detection
• • Train an object detector
• • Develop an object detection client application
• • Exercise - Detect objects in images

Module 6: Analyze video

• • Understand Azure Video Indexer capabilities
• • Extract custom insights
• • Use Video Analyzer widgets and APIs
• • Exercise - Analyze video

Module 7: Develop a vision-enabled generative AI application

• • Deploy a multimodal model
• • Develop a vision-based chat app
• • Exercise - Develop a vision-enabled chat app

Module 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
• • Exercise - Generate images with AI