Powered by integrated radar and video sensing, this device delivers real-time, high-precision detection and classification of motor vehicles, non-motorized traffic, pedestrians, and miscellaneous road objects. Through seamless fusion of visual and radar data, it enables intelligent perception with rich contextual awareness — including object type, count, movement direction, and abnormal behavior — to support data-driven traffic management and safety enforcement.