Pi 5 AI Waste Classifier Dustbin – Build a Smart Bin That Sorts Trash Using Edge AI

Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.

Every year, India generates millions of tonnes of mixed waste that could be recycled if sorted at source. With this kit, you’ll build a functional dustbin that uses a camera and AI to identify whether trash is biodegradable, recyclable, or hazardous—then automatically opens the correct bin compartment using servo motors. It’s a practical edge AI project that turns a real-world civic problem into a working prototype.

What You'll Build

A three-compartment dustbin controlled by a Raspberry Pi 5 with a Pi Camera Module 3. When waste is held in front of the camera, a MobileNetV2 model classifies it in real time and triggers one of three SG90 servos to open the right lid. You’ll have a fully working prototype that demonstrates practical AI at the edge—ideal for hackathons, school exhibitions, or B.Tech project demonstrations.

What You'll Learn

• Train and deploy a MobileNetV2 image classification model on Raspberry Pi 5 using TensorFlow Lite
• Interface Raspberry Pi Camera Module 3 for real-time image capture and preprocessing
• Control servo motors with GPIO PWM to actuate lids based on AI predictions
• Set up NVMe SSD for fast model storage and boot, and configure the Pi 5 for high-speed inference

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

This kit is designed for intermediate makers aged 16 and up, especially CBSE Class 11-12 students pursuing AI or computer science projects, B.Tech ECE/EEE students working on smart city or Swachh Bharat hackathons, and engineering teams at IIT, NIT, VIT, BITS, and ATL Tinkering Labs that need a ready-to-demo waste classification prototype. It bridges the gap between theoretical ML and a hands-on embedded system.

Built and Backed by Compoden

Every Compoden kit ships with an AI build companion trained on this exact project — accessible via a QR code on the box, with WhatsApp and email backup. We've spent 10 years building projects for makers, schools, and institutions across India. If a part fails because of a manufacturing defect, replace it free within 7 days.