AI-901 Implement AI solutions by using Microsoft Foundry MEDIUM
PRODUCTION SCENARIO
A vision app must report where each of three damaged packages sits in a loading-dock photo, not just that damage is present.

Which computer vision task fits?

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Answer: Object detection with bounding box coordinates

Object detection is similar to tagging, but it returns bounding box coordinates in pixels for each object found, which is what 'where each package sits' requires. Classification labels the photo as a whole and reports no positions. Tagging lists what is present, including contextual terms that cannot be localized, and still gives no coordinates. OCR reads printed text on the labels rather than locating the packages.
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