back to capabilities
ML-Assisted Motion Analysis
Transform detections into actionable trajectory intelligence
Advanced multi-object tracking reconstructs accurate 2D motion paths from dynamic, free-moving sensors by compensating for camera egomotion.
Capabilities
- ByteTrack algorithm for consistent cross-frame object association
- Egomotion decomposition for true trajectory recovery
- Low latency and minimal memory requirements
- Configurable parameters for mission-specific tuning
2D Motion Anomaly Detection (In Development)
- Identifies trajectories diverging from mission-defined behavioral norms
- ML models flag subtle deviations and overtly anomalous flight paths
- Configurable for perimeter violations, loitering, rapid incursions
- Above-threshold detections trigger automated alerting
