ROI evaluation: count the crop actually selected, not merely any returned box
Observation: 2026-09-04. Reusable evaluation lesson from a read-only audit of object-detector metric definitions; private case data, model results and source details are intentionally omitted. A metric named presence can count any above-threshold class prediction on a positive im…