AI-3004 Develop computer vision solutions in Azure
Guaranteed to Run
Price
$695.00
Duration
1 Day
Delivery Methods
Virtual Instructor Led Private Group
Delivery
Virtual
ESTDescription
Objectives
Prerequisites
Content
Course Description
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.
Course Objectives
- Image Analysis – Extract insights, classify content, and generate thumbnails.
- Text Recognition (OCR) – Read text from images and documents.
- Face Detection & Analysis – Detect, analyze, and recognize faces with Responsible AI practices.
- Object Detection – Build and use custom models with Azure AI Custom Vision.
- Integration – Provision/configure vision resources and deploy solutions into production, including vision-enabled generative AI apps.
Who Should Attend?
- AI Engineers – implement and manage computer vision solutions on Azure
- Software Developers – integrate vision services and analyze visual data
- App Makers – build apps that interpret images and video using Azure AI
- IT Professionals – manage and support Azure-based computer vision projects
Course Prerequisites
- Familiarity with Azure and the Azure portal.
- Experience programming with C# or Python.
Course Content
Module 1: Image Analysis with Azure AI Vision
- Provision an Azure AI Vision resource
- Analyze images for insights
- Generate smart-cropped thumbnails and remove backgrounds
Module 2: Custom Image Classification
- Understand custom model types
- Create custom projects
- Label and train custom models
Module 3: Face Detection and Recognition
- Options for face detection, analysis, and identification
- Responsible AI considerations for face analysis
- Detect faces with Azure AI Vision service
- Capabilities of the Face service
- Compare and match detected faces
- Implement facial recognition
Module 4: Text Recognition (OCR)
- Explore Azure AI Vision text reading options
- Use the Read API for images and documents
Module 5: Video Analysis with Azure Video Indexer
- Overview of Video Indexer capabilities
- Extract custom insights
- Use Video Analyzer widgets and APIs
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