Powered by a high-performance multi-core heterogeneous chip architecture (ARM + NPU + CODEC), this detector integrates neural network algorithms and low-light imaging capabilities to enable real-time vehicle detection and comprehensive traffic data analysis. It is widely deployed on urban roads, highways, and expressways for accurate flow monitoring and traffic control.