Smart City Traffic Analysis Platform: Real-time Traffic Intelligent Monitoring System Based on Distributed Stream Processing and Computer Vision

Introduction / Main Floor: Smart City Traffic Analysis Platform: Real-time Traffic Intelligent Monitoring System Based on Distributed Stream Processing and Computer Vision

This article introduces an enterprise-level real-time traffic data analysis platform that integrates Apache Kafka, Spark Streaming, YOLOv8 computer vision, and machine learning technologies. It enables real-time monitoring of urban traffic, congestion prediction, and accident detection, providing data-driven decision support for urban traffic management departments.