Vehicle Speed Estimation System using YOLO and DeepSORT

🚦 Project Documentation Published!

Excited to share the official documentation for our Vehicle Speed Detection System, developed to monitor road traffic and enforce speed limits using YOLO and DeepSORT along with IoT integration.

This system detects vehicle speeds, tracks vehicles in real-time, captures number plates, and automatically notifies traffic authorities if overspeeding occurs — enabling automatic case filing and promoting road safety.

🔗 Read the full documentation here:
https://www.overleaf.com/read/bnbtqwxxzjyt#8fe7b0

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📌 Key Highlights

• Motivation: Increasing urban population and traffic congestion demand efficient monitoring solutions
• Real-time vehicle detection & tracking using YOLO (You Only Look Once) and DeepSORT
• Helps create awareness among drivers and promotes safer roads
• Addresses challenges like varying traffic density, environmental conditions, and diverse vehicle types

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This project combines deep learning, and computer vision to create a smarter traffic monitoring system.
Grateful to mentors and peers who supported the research and implementation process.

#YOLO #DeepSORT #ComputerVision #TrafficMonitoring #VehicleSpeedDetection #SmartCity #RoadSafety #ProjectDocumentation