🚦 YOLO for Traffic Violence Detection

This project leverages YOLO (You Only Look Once) to detect various traffic violations in real-time, improving road safety and compliance. The software identifies and tracks:

• Overtaking 🚗
• Overspeeding 🚨
• Wrong Direction 🚧
• No Helmet Use 🏍️
• No Seatbelt Use 🚗

✨ Features

✔ Real-time Detection: Instantly identifies traffic violations using YOLOv8 models.
✔ Safety Distance Calculation: Measures vehicle distances to prevent accidents.
✔ Web-Based Monitoring: Secure and user-friendly local web interface.
✔ Security System: Ensures data protection and reliable monitoring.

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🛠 Technologies Used

Technology	Purpose
YOLOv8	Object detection & tracking
Flask	Web interface backend
SQLite3	Local database management
OpenCV	Image processing
Python	Programming Language

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🚀 Installation & Setup

1️⃣ Download Full Directory

📥 Download the full directory containing .exe files and dependencies from Google Drive:

🔗 Download Directory

This directory includes all necessary files and is ready to run directly.

2️⃣ Running the Application

File	Function
main.exe	Runs the traffic violation detection system
server.exe	Starts the local web interface for monitoring

3️⃣ Important Notes

📌 The GitHub repository only contains the source code and does not include .exe files. Download the full package from Google Drive.

4️⃣ System Requirements

✅ VGA: Graphics card with 8GB VRAM or more recommended.
✅ RAM: Minimum 16GB RAM suggested for optimal performance.

5️⃣ Troubleshooting

⚠ File Size Limitations: Certain files are too large for GitHub; the full package is available via Google Drive.

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🎬 Running Instructions

🔹 Running main.exe

📡 Displaying IP Camera

https://<IP_ADDRESS>:<PORT>/<STREAM_PATH>

📡 Displaying Hikvision Camera (RTSP)

rtsp://<USERNAME>:<PASSWORD>@<IP_ADDRESS>:<PORT>/<STREAM_PATH>

▶ Running Default Video

./cctv example/5.mp4

• Press Connect to Camera to start.
• Press again to stop.

🎯 Setting Custom Video

1. Remove all areas: Press Undo Area until cleared.
2. Create new monitoring areas:
   • POINT_A → Marks vehicle’s start position.
   • POINT_B → Marks vehicle’s end position for speed measurement.
   • LEFT → Defines left lane for wrong-way detection.
   • RIGHT → Defines right lane for wrong-way detection.

📷 Example Area Setup:

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🔹 Running server.exe

• Username: admin
• Password: admin

📌 Ensure server.exe is running for web-based monitoring and logging of detected violations.