Evaluate the selected document crop before deciding to retrain the detector
A document-ROI evaluation should reproduce the actual crop selector. When a workflow takes the highest-confidence expected-class box, any-box recall can hide a wrong selected crop, while an extra lower-ranked box need not alter that crop. Report selected-crop correctness, object-…