Microsoft Azure AI Engineer Associate AI-102 Practice Question
You call the Azure AI Vision "analyze" endpoint with features=objects to process a photo. The service returns a JSON payload similar to the following (simplified):
Your application must raise an alert only when a person is detected with at least 0.8 probability. Which property in the response should your code evaluate?
The object detection results are returned in the "objects" collection. Each detected instance includes a "confidence" value ranging from 0-1 that indicates the model's probability for that specific object class. Reading the confidence of the object whose "object" field equals "person" lets you decide whether it meets the 0.8 threshold. The other listed properties represent scores for different features (category or tag detection) or do not exist, so they will not reflect the object-level probability you need.
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What is the Azure AI Vision 'analyze' endpoint used for?
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What does the 'confidence' property represent in the Azure AI Vision response?
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Can the 'objects[i].confidence' property be used for custom alerts?
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Microsoft Azure AI Engineer Associate AI-102
Implement computer vision solutions
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