Kurskode: M-AI3004

varighet: 1 Dag(er)

Sted: Virtual, Instructor Led Training
Katergori: Microsoft

Course Overview

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.

Module 1: Analyze images

  • • Provision an Azure AI Vision resource
  • • Analyze an image
  • • Generate a smart-cropped thumbnail

Module 2: Read text in images

  • • Explore Azure AI options for reading text
  • • Read text with Azure AI Vision Image Analysis
  • • Exercise - Read text in images

Module 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
  • • Exercise - Detect and analyze faces

Module 4: Classify images

  • • Azure AI Custom Vision
  • • Train an image classification model
  • • Create an image classification client application
  • • Exercise - Classify images

Module 5: Detect objects in images

  • • Use Azure AI Custom Vision for object detection
  • • Train an object detector
  • • Develop an object detection client application
  • • Exercise - Detect objects in images

Module 6: Analyze video

  • • Understand Azure Video Indexer capabilities
  • • Extract custom insights
  • • Use Video Analyzer widgets and APIs
  • • Exercise - Analyze video

Module 7: Develop a vision-enabled generative AI application

  • • Deploy a multimodal model
  • • Develop a vision-based chat app
  • • Exercise - Develop a vision-enabled chat app

Module 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
  • • Exercise - Generate images with AI

Students will learn to,

  • • Analyze images
  • • Read text in images
  • • Detect, analyze, and recognize faces
  • • Classify images
  • • Detect objects in images
  • • Analyze video
  • • Develop a vision-enabled generative AI application
  • • Generate images with AI

Before starting this course, you should already have:

  • • Familiarity with Azure and the Azure portal.
  • • Experience programming with C# or Python. If you have no previous programming experience, we recommend you complete the Take your first steps with C# or Take your first steps with Python learning path before starting this one.

- AI Professionals

- Database Professionals

NOK 9.900

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