AI-3004 Develop computer vision solutions in Azure

1 – Analyze images

• Provision an Azure Vision resource
• Analyze an image
• Module assessment

2 – Read text in images

• Explore Azure AI options for reading text
• Read text with Azure 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 Microsoft Foundry portal
• Create a client application that uses an image generation model
• Module assessment