AI-3004 Develop computer vision solutions in Azure

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

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