Inspiration

We created this project to solve traffic congestion and reduce waiting time at signals. We wanted to build a smart solution that can improve traffic flow and help emergency vehicles move faster.

What We Learned Basics of AI and IoT in traffic management Vehicle detection using cameras and sensors Teamwork and problem-solving Building a real-time smart system How We Built It

We used:

Python for project logic OpenCV for vehicle detection HTML, CSS, JavaScript for the dashboard IoT sensors to monitor traffic density

The system checks traffic levels and automatically changes signal timings based on congestion.

Challenges We Faced Detecting vehicles accurately Managing real-time data Connecting hardware and software together Reducing signal response delay Conclusion

Our Smart Traffic Management System helps reduce traffic congestion and makes transportation smarter, safer, and more efficient