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Traffic Guardian is an innovative solution designed to enhance road safety and efficiency across California's busy highways. As a COS301 Capstone Project at the University of Pretoria, our goal is to develop a real-time traffic incident detection system that leverages existing traffic camera feeds to identify accidents, congestion and road hazards.

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COS301-SE-2025/Traffic-Guardian

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Project Overview

Traffic Guardian is an innovative solution designed to enhance road safety and efficiency across California's busy highways. As a COS301 Capstone Project at the University of Pretoria, our goal is to develop a real-time traffic incident detection system that leverages existing traffic camera feeds to identify accidents, congestion, and road hazards. By automating incident detection and enabling rapid response, Traffic Guardian aims to reduce human monitoring load, shorten response times, and improve overall road safety.

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Documentation

Demo & Presentation

Demo Slides Video
Demo 1 Slides 1 Video 1
Demo 2 Slides 2 Video 2
Demo 3 Slides 3 Video 3
Demo 4 Slides 4 Video 4

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Meet the Quantum Quenchers


Name Role Top Skills/Frameworks GitHub Profile LinkedIn Profile
Nicholas Dobson Full-Stack Developer, DevOps, Database Java, C++, SQL, JavaScript/TypeScript, Docker GitHub LinkedIn
Mpho Tsotetsi Backend Developer, Database SQL, PL/SQL, .NET, JavaScript, C#, TypeScript GitHub LinkedIn
Shaylin Govender Full-Stack Developer, Team Lead JavaScript (React), Python, Java, C++, MySQL, MongoDB, GitHub Actions GitHub LinkedIn
Lonwabo Kwitshana Frontend Developer, UI/UX JavaScript (React), HTML/CSS, Java, Figma GitHub LinkedIn
Aryan Mohanlall Backend Developer, System Integration C++, Java, PHP, TypeScript, Angular, Assembly x86 GitHub LinkedIn

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Technologies Used?

Frontend

React TypeScript

Backend

Python PostgreSQL OpenCV TensorFlow TensorFlow

DevOps & Cloud

GitHub Actions AWS RDS AWS SNS AWS SNS

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Website
App


More Information

For more details about our proposal, visit our project website: 🔗 Traffic Guardian Proposal

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Branching Strategy

Git Flow branching strategy is used for this project.

  • Branches are named according to the feature or issue they address.
  • Once a feature is complete, it is merged into the Dev branch.
  • The Dev branch is then merged into the Main branch for production releases.

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Contact Us

Have questions, ideas, or collaboration opportunities? Email us at: [email protected]

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About

Traffic Guardian is an innovative solution designed to enhance road safety and efficiency across California's busy highways. As a COS301 Capstone Project at the University of Pretoria, our goal is to develop a real-time traffic incident detection system that leverages existing traffic camera feeds to identify accidents, congestion and road hazards.

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