AI-103: Developing AI Apps and Agents on Azure

By Microsoft · Question Mode

QuestionQ134

VerifiedImplement computer vision solutions

You are designing an Azure AI solution to detect defective products on a production line.

You have a real-time video feed and an image library of sample products that were manually approved or rejected.

You need to recommend a service that fulfills the following requirements:

  • Monitors the video feed and detects defective products.
  • Can train a new model by using the image library.
  • Minimizes development effort.

What should you recommend?

Explanation

Azure AI Custom Vision supports training custom image-classification and object-detection models from labeled images, then deploying the trained model for prediction. A production-line video feed can be evaluated by submitting frames to that custom model, while the managed training and prediction service minimizes implementation effort compared with building a model in Azure Machine Learning.

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