Detection vs classification, the precision/recall/mAP accuracy ranges (never 100%), the motion-vs-AI false-alarm math, where detection runs (edge NPU) and how it surfaces into the VMS via ONVIF Profile M, and the privacy line (a class is not an identity) — on one page.
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