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DRAIS

DRAIS - Disaster Response AI System

DRAIS is an advanced disaster management platform designed to monitor, predict, and respond to natural and human-made disasters. Leveraging cutting-edge technologies such as AI, IoT, and real-time analytics, DRAIS aims to provide early warnings, coordinate rescue efforts, and ensure the safety of communities during emergencies.

🌐 Live Link

👉 Deployed DRAIS


🛠 Tech Stack

React TailwindCSS

JavaScript Python

PyTorch scikit-learn Jupyter Notebook

Redux

React Router

Firebase Vercel Render


📦 Dependencies

Below are the major dependencies used in DRAIS:

  • react: ^18.x
  • react-router-dom: ^6.x
  • redux: ^4.x
  • @reduxjs/toolkit: ^1.x
  • firebase: ^9.x
  • recharts: ^2.x
  • tailwindcss: ^3.x
  • heroicons: ^2.x

🚀 How to Run Locally

Follow these steps to set up the project locally:

  1. Fork the Repository and go to your fork

  2. Clone the Repository

change you-repo with your github username

git clone https://github.com/your-repo/DRAIS.git
cd DRAIS
  1. Install Dependencies
cd frontend
npm install
cd ..
cd backend
npm install
  1. Open your browser and navigate to http://localhost:3000.

  2. Set Up Firebase

  • Create a Firebase project.
  • Enable Authentication (Email/Password).
  • Add your Firebase config in src/services/firebase.js.
  1. Start the Development Server
cd frontend
npm run dev
cd backend
npm start

🔮 Future Development Plan

We aim to expand DRAIS with the following features:

  1. Advanced Predictive Models
  • Integrate machine learning models for disaster prediction.
  1. Multi-language Support
  • Add localization for global accessibility.
  1. Mobile Application
  • Develop a mobile app for Android and iOS.
  1. Incident Reporting with Geotagging
  • Allow users to report incidents with geolocation data.
  1. Integration with Emergency Services
  • Collaborate with local authorities for seamless rescue operations.

📸 Screenshots & MVP Demo

Screenshots of MVP:

  • Login & Sign-up Page 👇
    Login Sign Up

  • User Dashboard 👇
    image

  • Check All UI Screenshots 👉 Google Drive Link

MVP Demo Video:


👥 Contributors


Feel free to contribute or report issues via GitHub! Together, we can make disaster response smarter and faster.

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