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🚦 Toll Plaza AI Monitoring System AI-Based Smart Toll Plaza Monitoring, Vehicle Tracking & Revenue Analytics
Toll Plaza AI Monitoring System is an AI-based intelligent transportation solution designed to monitor toll plaza operations in real time, track vehicles passing through toll booths, manage exemptions and passes, and generate automated toll collection reports.
This project is a demonstration / showcase repository created for research, learning, and system architecture reference, focusing on AI, computer vision, and traffic analytics for smart toll management systems.
📌 Project Highlights
🚗 AI-based Vehicle Detection & Tracking
📷 Camera-based Toll Booth Monitoring
🔍 Automatic Number Plate Recognition (ANPR)
🎫 Fastag / Pass / Exemption Handling
📊 Real-Time Toll Collection & Revenue Reports
🧠 AI & Computer Vision Architecture
☁️ Scalable & Cloud-Ready Design
📈 Traffic & Congestion Analytics
🧪 Demo-Only (Non-Production) Project
🏗️ System Architecture Overview Cameras → AI Vehicle Detection → ANPR Engine → Vehicle Classification → Pass / Exemption Validation → Toll Calculation Engine → Reports & Analytics Dashboard
🧠 AI & Technology Stack Component Technology Programming Language Python AI / ML TensorFlow / PyTorch (Conceptual) Computer Vision OpenCV Vehicle Detection YOLO / CNN (Demo) ANPR OCR (Tesseract – Demo) Backend Flask / FastAPI Database PostgreSQL / MongoDB Frontend React / Dashboard UI Deployment Docker / Cloud Ready
🚘 Vehicle Monitoring Features
Detect vehicles entering & exiting toll plaza
Classify vehicles:
Car
Truck
Bus
Multi-Axle Vehicle
Track lane-wise vehicle count
Capture vehicle images & timestamps
🎫 Passes & Exemptions Supported
✅ FASTag Enabled Vehicles
✅ Monthly / Annual Pass Holders
✅ Government Vehicles
✅ Emergency Vehicles (Ambulance, Fire, Police)
✅ VIP / Exempted Vehicles
💰 Toll Collection & Revenue Analytics
Automatic toll fee calculation
Lane-wise revenue summary
Daily / Weekly / Monthly reports
Vehicle category-wise collection
Exempted & discounted transactions
Peak hour traffic insights
📊 Sample Reports Generated
Total vehicles per day
Total toll collection
Exempted vehicles count
FASTag vs Cash ratio
Traffic congestion trends
Peak hours analysis
Disclaimer: This repository is a demonstration / showcase project only. The code and workflows are not intended for real toll plaza operations or financial transactions.