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AI-102 · Question #398

You are designing an Azure AI solution to identify defective products on a production line. You have a real-time video feed and an image library of sample products that are approved or rejected…

The correct answer is B. Azure AI Custom Vision. Use the service when you have specific requirements that the basic Vision service's image analysis can't provide. For example, it's good for recognizing unusual objects, manufacturing defects, or providing detailed custom classifications. Don't use the service if you need basic…

Submitted by yousef_jo· Mar 30, 2026Implement Computer Vision solutions

Question

You are designing an Azure AI solution to identify defective products on a production line. You have a real-time video feed and an image library of sample products that are approved or rejected manually. You need to recommend a service that meets the following requirements: - Monitors the video feed and identifies the defective products. - Can train a new model by using the image library. - Minimizes development effort. What should you recommend?

Options

  • AAzure AI Vision
  • BAzure AI Custom Vision
  • CAzure AI Video Indexer
  • DAzure Machine Learning

How the community answered

(57 responses)
  • A
    14% (8)
  • B
    49% (28)
  • C
    7% (4)
  • D
    30% (17)

Explanation

Use the service when you have specific requirements that the basic Vision service's image analysis can't provide. For example, it's good for recognizing unusual objects, manufacturing defects, or providing detailed custom classifications. Don't use the service if you need basic object detection or face detection. Use Face or Vision services instead. Don't use the service for basic visual analysis. Use vision capable models from Azure OpenAI or open-source models in Azure Machine Learning instead. https://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/image-video-processin

Topics

#Azure Custom Vision#Object Detection#AI Model Training#Computer Vision

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