Intelligent monitoring of escalator.Function including traffic statistics,passenger retention detection and large object retention detection in escalator floor board. As well as human keypoints extraction and tracking in elevator.

MotionScope is a GPU-accelerated video analytics system that extends the classical SORT multi-object tracker with three enhancements. These include per-track Mahalanobis anomaly scoring derived from Kalman filter innovation residuals without requiring labeled training data.