AI-3004: Develop computer vision solutions in Azure
= Scheduled class
= Guaranteed to run
= Fully booked
| LOCATION | August | September | October | November |
|---|---|---|---|---|
| Auckland | ||||
| Hamilton | ||||
| Christchurch | ||||
| Wellington | ||||
| Virtual Class |
Computer vision is an area of artificial intelligence that deals with visual perception. Azure AI Vision includes multiple services that support common computer vision scenarios.
Microsoft Applied Skills
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This course is for:
- Developers
- AI Engineers
- App Makers
- Familiarity with Azure and the Azure portal
- Experience programming with C# or Python
After completing this course, students will be able to:
- Provision an Azure AI Vision resource
- Analyze an image
- Generate a smart-cropped thumbnail
- Create a custom Azure AI Vision classification model
- Understand image classification
- Understand object detection
- Train an image classifier in Vision Studio
- Identify options for face detection, analysis, and identification
- Understand considerations for face analysis
- Detect faces with the Azure AI Vision service
- Understand capabilities of the Face service
- Compare and match detected faces
- Implement facial recognition
- Read text from images using OCR
- Use the Azure AI Vision service Image Analysis with SDKs and the REST API
- Develop an application that can read printed and handwritten text
- Describe Azure Video Indexer capabilities
- Extract custom insights
- Use Azure Video Indexer widgets and APIs
- Provision an Azure AI Vision resource.
- Use the Azure AI Vision SDK to connect to your resource.
- Write code to analyze an image.
- Lab: Analyze images
- Describe the OCR capabilities of Azure AI Vision's Image Analysis API.
- Use the Azure AI Vision service Image Analysis API to extract text from images.
- Lab: Read text in images
- Describe the capabilities of the Azure AI Vision Face service.
- Write code to detect and analyze faces in an image.
- Describe facial recognition support in Azure AI Vision Face.
- Describe responsible AI considerations when developing facial solutions.
- Lab: Detect and analyze faces
- 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
- Lab: Classify images
- 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
- Lab: Detect objects in images