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Look at missed heads and false alarms and group them: small/far away, hidden, dark lighting, caps or hair mistaken for helmets, wrong labels. Decide one fix per group (more images of that case, higher image size, relabel).
Builds on: S11 · Build: Model Comparison, Error Analysis & Interpretation