WasteWise ♻️ AI-powered Waste Classification Web App

WasteWise ek Flask web application hai jo TensorFlow Lite aur MobileNetV2 transfer learning ka use karke waste images ko classify karta hai — Biodegradable, Recyclable, aur Landfill categories me.

🚀 Features: 📸 Upload waste images via web interface 🧠 AI-powered classification using MobileNetV2 + TrashNet dataset 📊 Real-time prediction results with disposal tips 🌐 API endpoint: /predict returns JSON responses 💾 Uploads folder for storing images ⚠️ Error handling for invalid uploads or model errors

🛠️ Tech Stack: Frontend: HTML, CSS, JavaScript Backend: Flask (Python) AI Model: TensorFlow Lite (MobileNetV2) with transfer learning Dataset: TrashNet Dataset

📂 Project Structure: WasteWise/ │── app.py # Flask main application │── static/ # CSS, JS, images │── templates/ # HTML templates │── models/ # Trained TFLite model │── uploads/ # Uploaded waste images │── requirements.txt # Python dependencies │── README.md # Project documentation

Visit http://127.0.0.1:5000/ in your browser.

📸 Future Improvements 📷 Live camera detection

📈 Waste disposal statistics dashboard

📦 Deploy to cloud (Heroku, AWS, etc.)