City-Scale Spatiotemporal Digital Twins with Zero Facial/License Ingestion

Pure RF radar point clouds extract bounding boxes, kinematic velocities, and pedestrian trajectories without ever recording optical pixels, ensuring total GDPR privacy compliance.

Physical Dimension Semantic Tagging

Deep neural classifiers categorize entities into pedestrians, bicycles, passenger sedans, or articulated buses solely from their radar cross section (RCS) and Doppler profiles.

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