🍽️ Food Spoilage Detection System

📌 Project Overview

The Food Spoilage Detection System is an AI-powered solution designed to analyze food quality and detect spoilage in real-time. By leveraging Machine Learning and IoT sensors, the system can accurately assess the freshness of food, reducing food waste and ensuring consumer safety.

🎯 Key Features

• 🧪 Spoilage Detection – Uses AI models to analyze food quality based on color, texture, and odor data.
• 📊 Quality Analysis Dashboard – Provides real-time reports on food conditions.
• 🌡️ Sensor Integration – Works with IoT sensors to track temperature, humidity, and gas emissions.
• 📷 Image-Based Detection – Uses computer vision to detect spoilage from food images.
• 🔔 Alerts & Notifications – Sends warnings when food is at risk of spoilage.
• 📦 Smart Inventory Management – Helps businesses manage stock based on food freshness.

🛠️ Tech Stack

• Frontend: React.js / Next.js (for dashboard UI)
• Backend: Python (Flask / FastAPI)
• Database: PostgreSQL / MongoDB
• Machine Learning: TensorFlow / PyTorch (for AI-based spoilage detection)
• IoT Sensors: MQ Gas Sensors, Temperature & Humidity Sensors
• Cloud Storage: AWS S3 / Firebase
• Notification System: Twilio / Firebase Cloud Messaging

🚀 Installation & Setup

1. Clone the repository:

   git clone https://github.com/yourusername/food-spoilage-detection.git
   cd food-spoilage-detection

2. Install dependencies:

   pip install -r requirements.txt  # For Python backend
   npm install  # For frontend

3. Run the backend server:

   python app.py

4. Start the frontend:

   npm run dev

📈 How It Works

1. Data Collection: IoT sensors and cameras capture food condition data.
2. Processing & Analysis: AI models analyze images, gas levels, and temperature to detect spoilage.
3. Alert System: Users receive real-time notifications if food quality deteriorates.
4. Dashboard Monitoring: Businesses can track food freshness and optimize inventory management.

🌍 Impact & Benefits

✅ Reduces food waste by detecting spoilage early. ✅ Ensures food safety for consumers. ✅ Optimizes inventory management for businesses. ✅ Supports sustainability by minimizing food wastage.

🤝 Contribution

Contributions are welcome! Feel free to fork, open issues, or submit pull requests to improve the project.

📜 License

This project is licensed under the MIT License.

📧 Contact

For inquiries or collaboration, reach out via rv1870713@gmail.com or visit the repository at https://github.com/Vimalraj-R/Food-Spoilage/new/main?filename=README.md.