Smart Circular Cities is an AI-driven web application that integrates waste management, solar energy tracking, and flood monitoring to create a sustainable and resilient urban ecosystem. The platform leverages machine learning, real-time data, and IoT-based tracking to optimize city resources, encourage responsible waste disposal, and provide early disaster warnings.
Urban areas face three critical challenges:
- Inefficient Waste Management – Poor segregation, fraudulent disposal, and lack of optimized collection routes lead to pollution.
- Energy Inefficiency – The potential of solar energy remains underutilized, and EV infrastructure needs better planning.
- Flood Disasters – Unpredictable climate conditions result in flooding, unprepared evacuations, and property damage.
Our solution uses AI to predict, prevent, and optimize these urban challenges, making cities cleaner, greener, and safer.
- AI-Based Waste Classification – Detects and categorizes waste (plastic, glass, metal, etc.).
- Fraud Prevention – Flags fake waste uploads and bans repeated violators.
- Real-Time Waste Truck Tracking – GPS-based monitoring of waste collection progress.
- Reward System for Waste Segregation – Users earn points for verified waste disposal.
- Solar Panel Monitoring – Tracks energy generation and usage.
- EV Charging Station Mapping – Shows real-time availability of solar-powered EV stations.
- Solar Deployment Requests – Citizens and businesses can request solar installations.
- Real-Time Flood Risk Prediction – AI models forecast flood-prone zones.
- Automated Evacuation Route Suggestions – Alerts users based on live GPS data.
- Government & Rescue Team Integration – Helps authorities act quickly.
| Category | Technology Used |
|---|---|
| Frontend | React, Tailwind CSS |
| Backend | FastAPI, Python, PyTorch |
| AI/ML | Yolo Model (Image Classification), Deep Learning |
| Cloud & APIs | GPS Tracking, OpenWeather API |
| Database | PostgreSQL, Firebase |
git clone https://github.com/your-repo.git
cd your-repo
pip install -r requirements.txt
uvicorn app:app --reload cd frontend
npm install
npm start We welcome contributions! 🎉
- Fork the repository
- Create a new feature branch (
git checkout -b feature-name) - Commit changes and push (
git push origin feature-name) - Submit a Pull Request 🚀
🚀 Join us in building smarter, sustainable cities! 🏙💡