RailNetra Mobile App 🚆🛡️

RailNetra is a revolutionary mobile application that redefines the Indian Railways experience using AI/ML, deep learning, and advanced technologies. It enhances crowd management, crime prevention, cleanliness maintenance, and work monitoring with a robust AI-based CCTV network and real-time insights.

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Table of Contents 📑

• 🔍 Overview
• ✨ Features
• 🛠️ Technology Stack
• 💻 Installation & Setup
• 🚀 Usage
• 🤝 Contributing
• 📄 License
• 📞 Contact

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🔍 Overview

RailNetra is engineered to optimize and transform railway operations with a combination of state-of-the-art technologies. It incorporates:

• Flutter for a sleek, responsive mobile UI 📱
• Firebase for a scalable, secure backend ☁️
• Python for robust data processing and AI/ML operations 🐍
• Advanced AI/ML frameworks like TensorFlow, scikit-learn, OpenCV, and YOLO for real-time data analytics and object detection 🤖

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✨ Features

Feature	Description
Crowd Management 👥🔮	Predicts and manages crowd patterns to ensure smooth passenger flow
Crime Prevention 🚨🛡️	AI-driven analysis to detect suspicious behavior via enhanced CCTV surveillance
Cleanliness Maintenance 🧹✨	Proactive monitoring and scheduling of maintenance tasks
Work Monitoring 📊🛠️	Real-time tracking and reporting of operational tasks
Real-Time Insights ⏱️📈	Live updates and analytics for immediate decision-making

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🛠 Technology Stack

• Frontend: Flutter 📱
• Backend: Firebase ☁️
• Programming Language: Python 🐍
• Machine Learning: TensorFlow, scikit-learn 🤖
• Computer Vision: OpenCV, YOLO 👁️
• Deep Learning: LSTM networks for predictive analytics 📈

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💻 Installation & Setup

Prerequisites

• Flutter SDK: Install here
• Firebase Account: Set up on Firebase Console
• Python: Download Python
• Required Python Libraries: TensorFlow, scikit-learn, OpenCV, etc.

Setup Steps

1. Clone the Repository:

   git clone https://github.com/HARIOM317/Rail-Netra.git
   cd Rail-Netra
   

2. Flutter Setup:

   • Navigate to the Flutter project directory.

   • Install dependencies:

     flutter pub get
     

   • Run the application:

     flutter run
     

3. Firebase Configuration:

   • Follow the Firebase setup guide for Flutter.

   • Add the google-services.json (Android) or GoogleService-Info.plist (iOS) to the appropriate directories.

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🚀 Usage

• Crowd Analysis: Monitor and predict crowd patterns in real-time using the app dashboard 👥🔍.

• Surveillance: Leverage AI-enhanced CCTV feeds to detect suspicious activities 🚨👁️.

• Reporting: Generate comprehensive reports on operations, cleanliness, and security metrics 📊📝.

• Alerts: Get instant notifications for any anomalies or detected issues 🔔⚠️.

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🤝 Contributing

We welcome contributions to improve RailNetra. Please follow these steps to contribute:

• Fork the Repository

• Create a New Branch

  git checkout -b feature/your-feature
  

• Commit Your Changes

  git commit -am 'Add new feature'
  

• Push to the Branch

  git push origin feature/your-feature
  

• Open a Pull Request: We’ll review and merge your contributions!

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📄 License

This project is licensed under the MIT License. See the LICENSE file for more details.

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📞 Contact

For further information, feedback, or support, please reach out:

• Project Maintainer: Hariom Singh Rajput
• GitHub: @HARIOM317
• LinkedIn: @in/hariom-singh-mewada

Embrace the future of Indian Railways with RailNetra – where advanced technology meets operational excellence! 🚆🛡️