⚡ Revolutionizing Road Safety with AI | Built with NVIDIA Jetson Nano
In India, over 40% of emergency deaths are due to delayed ambulance arrival caused by traffic congestion. Meanwhile, daily traffic violations like riding without helmets and illegal lane changes go unnoticed, risking lives. There's a critical need for a real-time, automated, and intelligent traffic monitoring and emergency prioritization system.
Neuro Vision is an AI-powered traffic management system that:
- Detects helmet violations using YOLOv9
- Classifies vehicle types using Haar cascades
- Detects and reads number plates with OCR
- Tracks ambulances in real time and dynamically switches traffic signals for their swift passage
All of this is integrated into a web dashboard that automates fine collection, event updates, and violation logs, reducing the burden on traffic police.
| Component | Technology |
|---|---|
| Helmet Detection | YOLOv5 |
| Vehicle Classification | Haar Cascade |
| Number Plate OCR | OpenCV + Tesseract |
| Real-time Processing | Python + OpenCV |
| Edge AI | NVIDIA Jetson Nano |
| Backend Web Integration | Flask |
📦 neuro-vision/
├── Helmet_detection/
│ └── Helmet_detection_live.py
├── License_plate_detection/
│ └── number_plate.py
├── vehicle_classification/
│ └── vehicle_detection.py
├── combined_models.py
├── requirements.txt
├── README.md
└── images/
├── helmet_violation_sample.jpg
├── number_plate_sample.jpg
└── vehicle_classification_sample.jpg
-
Clone the repository
git clone https://github.com/Sreejha-Jagadeesh/Neuro-Vision.git
cd neuro-vision
-
Install dependencies
pip install -r requirements.txt
-
Run modules independently
Helmet Detection:
python Helmet_detection/Helmet_detection_live.py
License Plate Detection:
python License_plate_detection/number_plate.py
Vehicle Classification:
python vehicle_classification/vehicle_detection.py
-
Run all features together
python combined_models.py
📸Screenshots
🏆 Achievements 🥇 Winner - StartupTN Tiruppur Road Safety Ideathon
✅ Built a functional prototype with real-time traffic violation detection
⚙️ Integrated ambulance tracking with dynamic traffic signal switching
👮 Reduced manual effort for traffic enforcement through automation
🚀 What’s Next? Expand ambulance GPS tracking integration, Create a full-stack web portal for public use and police monitoring, Use AI to detect road accidents and send instant alerts, Integrate cloud-based storage and analytics .