TrafficMonitor 1.1.0 Release

TrafficMonitor Installation Guide

Windows Installation

Method : Using the Provided Executables

1. Locate the Executables:
   • In the dist folder, you will find:
     • TrafficMonitor.exe
     • TrafficMonitorDebug.exe
2. Run the Application:
   • Double-click TrafficMonitor.exe to launch the main application.
3. Advanced Usage:
   • You can also run the executables inside the TrafficMonitor/ or TrafficMonitorDebug/ folders for additional resources and model support.

Prerequisites

• Microsoft Visual C++ Redistributable:
  • Install the latest version for your system architecture from the official Microsoft website.
• NPU Drivers:
  • Ensure your Neural Processing Unit (NPU) drivers are up to date.

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macOS Installation

Currently, there is no macOS .app or DMG provided in the dist folder. Please refer to future releases or contact the development team for macOS support.

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Important Notes

• Ensure your webcam is connected before launching TrafficMonitor, as it is required for video capture.
• All processing and inference are performed locally on your machine; no data is transmitted externally, ensuring privacy.
• For issues or missing dependencies, report them to the development team via the GitHub repository.

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What's New

• Real-time traffic light and vehicle detection
• Violation logging:
  • Red Light Violation
  • Pedestrian Right-of-Way Violation
  • Improper Stopping Over Crosswalk at Red
• Natural language query support (via VLM)

Notes

• Ensure a working GPU or Intel iGPU for best performance
• Recommended: Python 3.9+ and OpenVINO 2023

##Contributors

• Jatin Sachdeva — Project Lead (GSoC 2025)
• Mentors: Moustafa Hassnaa, Wu Zhuo, Vibhu Bithar

Contact & Support

• For help, troubleshooting, or to report bugs, visit the official GitHub repository or contact the development team.