https://github.com/bunnysunny24/project-onboardx

IoT-Based Vehicle Monitoring System
https://github.com/bunnysunny24/project-onboardx

data-visualization esp32-arduino fastapi firebase flask gyroscope iot-platform machine-learning maps-api pressure-sensor python raspberry-pi react-native reactjs real-time-analytics

Last synced: 2 months ago
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IoT-Based Vehicle Monitoring System

• Host: GitHub
• URL: https://github.com/bunnysunny24/project-onboardx
• Owner: bunnysunny24
• Created: 2025-02-18T06:46:05.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-02-24T08:32:54.000Z (over 1 year ago)
• Last Synced: 2025-10-04T00:48:29.246Z (8 months ago)
• Topics: data-visualization, esp32-arduino, fastapi, firebase, flask, gyroscope, iot-platform, machine-learning, maps-api, pressure-sensor, python, raspberry-pi, react-native, reactjs, real-time-analytics
• Language: JavaScript
• Homepage:
• Size: 820 KB
• Stars: 6
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 🚗 Project-OnBoardX - IoT-Based Vehicle Monitoring System

## 📌 Overview

**Endurance** is a real-time **IoT-based vehicle monitoring system** that integrates **ESP32, Raspberry Pi, Firebase, FastAPI, Flask, and Machine Learning** to ensure vehicle safety and efficient monitoring.

## 🔥 Features

### 🚀 Real-Time Data Collection

- **ESP32 + Gyro Sensor** collects **acceleration & velocity** data.

- Data is stored in **Firebase** and processed using **FastAPI**.

### 📊 Data Processing & Visualization

- **FastAPI generates graphs** from raw sensor data (stored as bits).

- **ML Model** calculates **average acceleration & velocity**.

- **React UI + Flask** displays real-time **location tracking (latitude & longitude)**.

### 🚨 Speed & Acceleration Alerts

- If high acceleration/velocity is detected, alerts are sent via **EmailJS / Twilio**.

- Helps prevent **accidents by notifying drivers to slow down**.

### 🆘 Accident Detection & Emergency Alerts

- **Raspberry Pi + Pressure Sensor** detects abnormal pressure.

- **Emergency signal is sent** via **ESP32 WiFi**.

- Nearby **hospitals, people, ambulances, and fire stations** receive alerts.

## 🖼️ System Architecture

![image](https://github.com/user-attachments/assets/1e3662e7-e4ad-41bc-9e32-7be377db5413)

![image](https://github.com/user-attachments/assets/7c31d06d-b148-4bdb-8247-8574d5cefa87

![image](https://github.com/user-attachments/assets/062290f0-99e1-4221-bb83-66f84acdf3d5)

![image](https://github.com/user-attachments/assets/85ce79d9-0794-4bd1-9f0a-fd9d642b124b)

![image](https://github.com/user-attachments/assets/af127a8f-e339-4e1e-a7db-7d4235ec2ae0)

## 📸 Implementation Screenshots

### 🔹 ESP32 + Gyro Sensor Data Logging

![data1](https://github.com/user-attachments/assets/68505b7c-d11c-49f5-893e-0060870da7c1)

![data2](https://github.com/user-attachments/assets/62b5c172-f816-485b-9077-14f99ffeec46)

![data3](https://github.com/user-attachments/assets/041a5935-9e0b-48ca-b3e5-f50292a848f8)

### 🔹 Real-Time Dashboard

![board1](https://github.com/user-attachments/assets/d79fe7bb-121d-4e18-bb3b-2c1920e14e68)

![board2](https://github.com/user-attachments/assets/34fd7123-083f-4f00-8d31-65b44994f746)

![board4](https://github.com/user-attachments/assets/eb1daa28-e418-4615-9e3d-2d29d7e0a213)

![board3](https://github.com/user-attachments/assets/ea00d10b-3c32-4ce4-b8c1-c5b9e4d5e082)

![board5](https://github.com/user-attachments/assets/58164e0f-c30d-42c6-9204-6a426bf3ef8c)

![board6](https://github.com/user-attachments/assets/848659dc-a714-43df-a851-62607d69e8e8)

![board7](https://github.com/user-attachments/assets/2beda9e8-a2ee-4009-94b0-1575235e4946)

![board8](https://github.com/user-attachments/assets/65bd664d-badc-4174-9c6c-586d83a6c21a)

![board9](https://github.com/user-attachments/assets/06c9e640-611b-4a15-9176-af4df7c9296a)

### 🔹 Accident Detection System

![real](https://github.com/user-attachments/assets/ec786bc3-83b8-4ace-a0c2-d6dbf0168ab1) 

![real2](https://github.com/user-attachments/assets/75216f41-cdfc-472f-91e9-d6e1ee2d4e00)

## 🛠️ Tech Stack

| Component      | Technology |

|---------------|-----------|

| **Backend**   | FastAPI, Flask, Firebase |

| **Frontend**  | React.js, Tailwind CSS |

| **IoT Devices** | ESP32, Raspberry Pi, Gyro Sensor, Pressure Sensor |

| **Alerts**    | Twilio, EmailJS |

| **ML Model**  | Python, NumPy, SciPy |

## 🔧 Setup & Installation

```sh

# Clone the repository

git clone https://github.com/bunnysunny24/Endurance.git

cd Endurance

# Install backend dependencies

pip install -r requirements.txt

# Install frontend dependencies

cd frontend

npm install

# Run FastAPI backend

uvicorn backend.main:app --reload

# Run React frontend

npm start

```

## 🚀 Future Enhancements

- **AI-based predictive analytics** for accident prevention.

- **Improved emergency response system** with geolocation tracking.

- **Mobile App Integration** for instant alerts.

- 

## 📝 License

This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.