Microsoft Copilot & Azure AI
AI-3004 Develop computer vision solutions in Azure
A one-day lab on computer vision in Azure.
1 dayIntermediate8 modulesAI-3004
About this course
A one-day lab on computer vision in Azure. You will analyse images, read text, detect and recognise faces, train image classification and object detection models with Custom Vision, analyse video with Video Indexer, and build vision-enabled and image-generation apps.
Curriculum
8 modules
- Provision an Azure AI Vision resource
- Analyze an image
- Module assessment
- Explore Azure AI options for reading text
- Read text with Azure AI Vision Image Analysis
- Module assessment
- 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
- Azure AI Custom Vision
- Train an image classification model
- Create an image classification client application
- Module assessment
- Use Azure AI Custom Vision for object detection
- Train an object detector
- Develop an object detection client application
- Module assessment
- Understand Azure Video Indexer capabilities
- Extract custom insights
- Use Video Analyzer widgets and APIs
- Module assessment
- Deploy a multimodal model
- Develop a vision-based chat app
- Module assessment
- What are image-generation models?
- Explore image-generation models in Azure AI Foundry portal
- Create a client application that uses an image generation model
- Module assessment
Who it's for
Developers building vision features with C# or Python.
Before you start
- Familiarity with Azure and the Azure portal.
- Experience programming with C# or Python.
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