AI-3004 Develop computer vision solutions in Azure
- 1 Day Course
- Language: English
Introduction:
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.
Objectives:
Course Outline:
1 – Analyze images
- Provision an Azure AI Vision resource
- Analyze an image
- Module assessment
2 – Read text in images
- Explore Azure AI options for reading text
- Read text with Azure AI 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 Azure AI Foundry portal
- Create a client application that uses an image generation model
- Module assessment
Enroll in this course
£695.00