🌐 MandirGo

AI-Based Smart Temple & Pilgrimage Management Platform

Real-Time Crowd Intelligence • Smart Darshan Booking • Intelligent Temple Operations

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Bridging Devotion with Smart Innovation

Building safer, smarter, and seamless pilgrimage experiences through Artificial Intelligence.

📖 Overview

MandirGo is an AI-Based Smart Temple & Pilgrimage Management Platform designed to modernize temple operations through Computer Vision, Machine Learning, and real-time analytics.

The platform empowers temple administrations to intelligently monitor crowd density, optimize visitor flow, automate darshan bookings, publish live announcements, and deliver a safer, smarter, and more connected pilgrimage experience.

By integrating Artificial Intelligence with modern software architecture, MandirGo enhances public safety, operational efficiency, and decision-making while preserving the spiritual essence of every pilgrimage.

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🎯 Problem Statement

Every year, millions of devotees visit temples across India, creating operational challenges for temple administrations and safety concerns for visitors.

Traditional management systems often struggle with:

• Long waiting queues
• Overcrowding during peak hours
• Limited real-time crowd visibility
• Manual administrative processes
• Delayed communication with devotees
• Lack of predictive crowd planning

MandirGo addresses these challenges by combining Artificial Intelligence, Computer Vision, and intelligent analytics into a unified digital platform that enables data-driven temple management and a seamless pilgrimage experience.

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⚡ Platform Features

🎥 AI Crowd Intelligence

• Real-time crowd detection and density analysis using CCTV
• Intelligent Computer Vision monitoring
• Continuous occupancy analytics

📡 Live Crowd Status

• Live crowd status updates for devotees
• Real-time congestion monitoring
• Better visit planning and reduced waiting time

📊 Intelligent Footfall Prediction

• Footfall prediction using Machine Learning
• Historical trend analysis
• Smart crowd forecasting for temple administrations

📅 Smart Darshan Booking

• Intelligent online darshan booking system
• Optimized visitor scheduling
• Reduced queue management challenges

📢 Event Updates & Notifications

• Festival announcements
• Live event notifications
• Instant communication with devotees

🚨 Emergency Alert System

• AI-assisted emergency alerts
• Intelligent fall detection
• Rapid response support for temple authorities

🖥️ Dedicated Admin Dashboard

• Live crowd monitoring
• Smart booking management
• Event administration
• Operational analytics and insights
• Centralized monitoring and control

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🏗️ System Architecture

                           Devotees

                                │

                                ▼

                    React + Parcel Frontend

                                │

                         REST API Calls

                                │

                                ▼

                     FastAPI Backend Server

                                │

          ┌─────────────────────┼─────────────────────┐

          ▼                                           ▼

  YOLOv8 Crowd Detection                 Supabase Database

          │                                           │

          └─────────────────────┬─────────────────────┘

                                ▼

                 Machine Learning Prediction Engine

                                │

                                ▼

         Smart Temple & Pilgrimage Management Platform

                                │

                                ▼

      Live Crowd Status • Smart Booking • Emergency Alerts

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🛠️ Tech Stack

Category	Technology
Frontend	React + Parcel
Backend	FastAPI
Programming Language	Python + JavaScript
Artificial Intelligence	YOLOv8
Machine Learning	Scikit-learn
Computer Vision	OpenCV + YOLOv8
Database	Supabase
Authentication	Supabase Auth
API	REST API
Styling	CSS
Version Control	Git & GitHub
Deployment	Netlify

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📂 Project Structure

MandirGo/

├── assets/
│   └── mandirgo-logo.jpeg
│
├── backend/
│   ├── server.py
│   ├── requirements.txt
│   ├── models/
│   ├── videos/
│   └── README.md
│
├── frontend/
│   ├── src/
│   │   ├── assets/
│   │   ├── components/
│   │   ├── pages/
│   │   ├── utils/
│   │   ├── legacy/
│   │   ├── App.jsx
│   │   └── index.jsx
│   │
│   ├── package.json
│   └── .gitignore
│
├── LICENSE
├── README.md
└── .gitignore

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🚀 Getting Started

Clone the Repository

git clone https://github.com/Tanyyy-27/MandirGo.git

cd MandirGo

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⚙️ Backend Setup

Navigate to the backend directory

cd backend

Create a virtual environment

python -m venv venv

Activate the virtual environment

Windows

venv\Scripts\activate

Linux / macOS

source venv/bin/activate

Install the required dependencies

pip install -r requirements.txt

Start the FastAPI server

uvicorn server:app --reload --host 127.0.0.1 --port 8000

Backend will be available at

http://127.0.0.1:8000

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💻 Frontend Setup

Navigate to the frontend directory

cd frontend

Install project dependencies

npm install

Start the development server

npm start

or

npm run dev

Create a production build

npm run build

The frontend will be available at

http://localhost:1234

(or the URL generated by Parcel)

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🌐 Platform Highlights

🎥 Real-Time Crowd Intelligence

Monitor crowd density through CCTV feeds using AI-Based Computer Vision and receive instant occupancy insights.

📊 Predictive Footfall Analytics

Forecast visitor traffic using Machine Learning models to improve planning, volunteer allocation, and resource management.

📅 Smart Darshan Experience

Enable devotees to book darshan slots digitally, reducing waiting time and improving overall crowd distribution.

📢 Intelligent Communication

Deliver live announcements, event updates, and important notifications directly to devotees in real time.

🚨 Safety & Emergency Monitoring

Strengthen temple safety with emergency alerts and AI-assisted fall detection for faster response during high-footfall events.

🖥️ Centralized Administration

Manage crowd monitoring, bookings, announcements, events, and operational insights from a unified administration dashboard.

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💡 Core Capabilities

🎥 AI-Based Crowd Intelligence

Monitor temple crowd density in real time through CCTV feeds using Computer Vision, enabling temple administrations to make faster, smarter, and data-driven decisions.

📊 Intelligent Footfall Prediction

Leverage Machine Learning models to forecast visitor trends, optimize resource allocation, improve volunteer management, and prepare for peak pilgrimage periods.

📅 Smart Darshan Management

Digitize the darshan process with an intelligent booking system that minimizes waiting time, optimizes visitor flow, and enhances the overall devotee experience.

📢 Real-Time Communication

Provide devotees with instant announcements, festival updates, event notifications, and important alerts through a unified digital platform.

🚨 Emergency Response System

Enhance temple safety through AI-assisted emergency alerts and fall detection, enabling rapid response during festivals and high-footfall situations.

🖥️ Centralized Admin Dashboard

Empower temple authorities with a comprehensive dashboard for crowd monitoring, booking management, event administration, operational insights, and real-time decision making.

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🎯 Learning Outcomes

This project demonstrates practical experience in:

• Artificial Intelligence
• Machine Learning
• Computer Vision
• YOLOv8 Object Detection
• FastAPI Development
• React Application Development
• REST API Design
• Real-Time Analytics
• Smart Infrastructure Systems
• Scalable Software Engineering

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📈 Future Roadmap

🤖 AI & Analytics

• Advanced crowd prediction models
• Predictive footfall intelligence
• AI-driven operational analytics
• Smart resource optimization

🌐 Smart Infrastructure

• Multi-temple management platform
• Volunteer management system
• Digital donations & seva integration
• Smart parking management

📱 Digital Experience

• Native Android & iOS applications
• AI-powered virtual assistant
• Personalized devotee notifications
• Live navigation and guidance

🔗 Intelligent Ecosystem

• IoT device integration
• Edge AI deployment
• Real-time monitoring dashboards
• Advanced emergency response automation

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🤝 Contributing

Contributions, ideas, and improvements are always welcome.

1. Fork the repository

2. Create a feature branch

git checkout -b feature/new-feature

3. Commit your changes

git commit -m "feat: add new feature"

4. Push your branch

git push origin feature/new-feature

5. Open a Pull Request

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📜 License

This project is licensed under the MIT License.

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👨‍💻 Founder

Tanmay Yenpure

Founder & AI/ML Engineer

Building AI-Based Smart Infrastructure for the Future of Pilgrimage Management.

🌐 Website
https://mandirgo.com

📷 Instagram
https://www.instagram.com/mandirgo_official?igsh=MTRpeTB0NXZrMWo3dg==

🐙 GitHub
https://github.com/Tanyyy-27

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⭐ Support the Project

If you found MandirGo valuable, consider giving this repository a Star ⭐ and sharing it with the community.

Empowering temples with AI-Based crowd intelligence and building the future of smarter pilgrimage experiences.

Bridging Devotion with Smart Innovation.

Engineered by Tanmay Yenpure