False positives waste time and reduce trust. Included in Sightline‘s Software Release 3.10.2 Out-of-Distribution (OOD) Classification is a new validation layer that filters objects the model should not classify.
The result:
- Fewer false positives
- More reliable detections
- Increased operator confidence
- Better downstream tracking and battle-tracking
When paired with Sightline’s multi-stage classifiers, OOD boosts real-world accuracy, especially in cluttered, dynamic environments.
