Microsoft Azure AI Engineer Associate AI-102 Practice Question
You are building an inventory monitoring solution for a grocery chain. Shelf photos will be uploaded, and the system must identify each cereal box present, draw a bounding box around it, and count how many boxes belong to each brand. When creating an Azure Custom Vision project, which model type should you choose?
Object detection models in Azure Custom Vision return both a tag for each recognized object and its bounding-box coordinates. This enables downstream code to locate every instance of a cereal box in the image and easily count how many belong to each brand. Image classification models-whether single-label or multi-label-only provide tags for the entire image, so they cannot supply per-object locations or counts. Instance segmentation is not currently offered as a project type in Custom Vision, so it cannot be selected for this requirement.
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What is an Object Detection Model?
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Why is Instance Segmentation not available in Azure Custom Vision?
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Microsoft Azure AI Engineer Associate AI-102
Implement computer vision solutions
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