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Build an Azure AI Vision solution with Azure AI services (AI-3004)

SS Course: GK834029

Course Overview

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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.

                                                                  

Scheduled Classes

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08/28/24 - GVT - Virtual Classroom - Virtual Instructor-Led
10/09/24 - GVT - Virtual Classroom - Virtual Instructor-Led
12/11/24 - GVT - Virtual Classroom - Virtual Instructor-Led

Outline

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Module 1: Analyze images

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

Module 2: Image classification with custom Azure AI Vision models

  • Create a custom Azure AI Vision classification model
  • Understand image classification
  • Understand object detection
  • Train an image classifier in Vision Studio

Module 3: Detect, analyze, and recognize faces

  • Identify options for face detection, analysis, and identification.
  • Understand considerations for face analysis.
  • Detect faces with the Computer Vision service.
  • Understand capabilities of the Face service.
  • Compare and match detected faces.
  • Implement facial recognition.

Module 4: Read Text in images and documents with the Azure AI Vision Service

  • 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

Module 5: Analyze video

  • Describe Azure Video Indexer capabilities
  • Extract custom insights
  • Use Azure Video Indexer widgets and APIs

    Prerequisites

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    Before starting this learning path, 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.

      Who Should Attend

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      • AI Professionals
      • Database Professionals