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Milesight Customized Vehicle Flow
Detection Enhances Urban Traffic
Signal Management

Location：Malaysia

Location

Malaysia

MilesIght Partner

PPK

Industry Segment

Traffic Management

Overview

As a valuable partner of Milesight, PPK - an established traffic technology provider - sought to enhance its traffic signal management capabilities by incorporating real-time traffic flow data. Although PPK's LoraNet platform effectively managed traffic signals, the lack of accurate on-site traffic monitoring limited further optimization. To address this, Milesight deployed the AI Road Traffic Pro Bullet Plus Camera, delivering advanced vehicle detection, classification, and traffic flow statistics to drive smarter traffic signal management and urban mobility improvements.

Challenges

Lack of Real-Time Traffic Flow Data

Traditional traffic management relied on static signal plans without live insights into actual traffic volumes at intersections, resulting in inefficiencies and increased congestion.

Inability to Meet Specific Vehicle Classification Requirements

Off-the-shelf market cameras could not accommodate the government's detailed vehicle categorization standards, which were essential for precise traffic control strategies.

Need for Seamless System Integration

The solution needed to integrate easily with the existing LoraNet traffic signal management platform, minimizing deployment complexity and system disruption.

Requirement for High Detection Accuracy

Reliable recognition and classification performance were critical to ensure actionable, real-time data for traffic optimization.

Solution

Customized Vehicle Tracking and Classification

To meet government requirements and differentiate from standard market solutions, Milesight developed a specialized tracking box system. The camera visually marked and categorized each vehicle in real-time according to predefined standards, providing clear and immediate insights for traffic managers.

Dynamic and Accurate Traffic Flow Statistics

Equipped with powerful AI algorithms, the Milesight AI Road Traffic Pro Bullet Plus Camera continuously collected categorized traffic data. This enabled real-time, data-driven adjustments to signal timings, optimizing green light duration based on actual traffic conditions and improving intersection efficiency.

Comprehensive Traffic Monitoring Capabilities

In addition to traffic flow counting, the camera supported multiple advanced features such as violation detection, high-accuracy license plate recognition (LPR), and high frame rate imaging. It also offered event-driven collaboration, automatically triggering auxiliary cameras in response to specific incidents, further enhancing site-wide traffic monitoring.

Effortless Integration with Existing Traffic Management Systems

Thanks to its flexible and open integration capabilities, the Milesight solution seamlessly synchronized with the LoraNet platform. This enabled real-time traffic monitoring and centralized management without the need for major infrastructure upgrades, ensuring a cost-effective and efficient deployment.

Conclusion

Through the deployment of Milesight's customized AI-driven traffic solution, PPK and local transportation departments have significantly enhanced their traffic signal management efficiency. Real-time vehicle classification and traffic flow statistics enabled dynamic, responsive control of traffic lights, leading to a substantial reduction in intersection congestion, improved traffic flow, and a remarkable boost in urban mobility. This project showcases Milesight's commitment to delivering intelligent, scalable solutions that drive the future of smart transportation.