🚦 Rodity: Road Accident Predictor and Analyzer

Rodity is a web-based application that leverages machine learning to predict and analyze road accident severity based on various real-world factors. It helps users understand how different conditions affect road safety, enabling proactive measures for accident prevention.

🧠 Features

• 🚗 Accident severity prediction using trained machine learning models
• 📊 Interactive visual analysis of accident data
• 🧾 User-friendly web interface built with Flask
• 🔒 Login/signup system to restrict access to prediction tools
• 🤖 Gemini API integration for driving safety suggestions

🧾 Input Columns / Features

The model takes the following features as input:

Column	Description
weather	Weather condition during the incident
road_condition	Condition of the road
road_type	Type of road
lighting	Lighting condition
vehicle_type	Type of vehicle involved
driver_age	Age of the driver
speed_limit	Legal speed limit of the road
traffic_volume	Estimated traffic volume on the road
severity	Severity of the accident

🛠️ Tech Stack

• Frontend: HTML, CSS, JavaScript
• Backend: Python, Flask
• Database: SQLite (for user authentication)
• ML Model: Scikit-learn model
• Visualization: Matplotlib, Seaborn
• AI Suggestions: Gemini API

📁 Project Structure

  Rodity/
  ├── static/ # CSS, JS, Images
  ├── templates/ # HTML Templates (login.html, predict.html, etc.)
  ├── app.py # Flask Application
  ├── accident_model.pkl # Trained ML Model
  ├── user.db # SQLite Database
  ├── README.md # Project Documentation
  └── requirements.txt # Python Dependencies

🚀 How to Run Locally

1. Clone the repository

   https://github.com/Dhivakar2005/Roadity.git
   cd rodity
   

2. Install dependencies

    pip install -r requirements.txt
   

3. Run the Flask app

   python app.py
   

4. Access the app

   Open your browser and go to http://127.0.0.1:5000
   

📈 Future Improvements

• Deploy the app on cloud

• Add a mobile-friendly version

• Improve accuracy with advanced ML models

👨🏻‍💻Team Members

• Dhivakar G
• Santhosh S
• Siva E
• Baranidharan A
• Sathish B

🫱🏻‍🫲🏻 Contribution

Pull requests and feature suggestions are welcome! Feel free to fork the repo and improve Rodity.

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.