Rethink Australia
Refugo AI Smart Bins
Hardware & Computer Vision

Refugo AI Smart Bins

Interactive on-device sorting companions that guide students at the moment of disposal. An elegant bolt-on infrastructure solution built to help Australian schools eliminate contamination and build lasting habits.

Engineering Standards

Upgrading school yards without replacing bins

Seamless Bolt-On Installation

Seamless Bolt-On Retrofit

Refugo bolts directly onto existing school bins and waste enclosures. There is no need to replace current campus infrastructure, keeping deployment frictionless.

Weatherproof and Durable

Weatherproof & Durable

Engineered from commercial-grade materials to operate reliably in outdoor school yard environments through extreme summer heat and winter rain.

Offline Local Processing

100% Offline Security

Operates completely on-device. Zero connection to school Wi-Fi or internal IT networks, eliminating IT setup hurdles and administrative delays.

Operational Workflow

Point-of-disposal guidance in three steps

Since mobile phones are restricted during school hours, Refugo delivers on-the-spot physical guidance directly at the bin opening where habits are formed.

Detection step
Step 01

See

The student holds packaging near the aperture. The optical sensor detects the object and triggers an immediate downward scan.

Identification step
Step 02

Rethink

The embedded computer vision model identifies the material composition locally in under 300 milliseconds without sending data to the cloud.

Guidance step
Step 03

Guide

A clear visual indicator directs the student to the correct bin stream: Organics / FOGO, Mixed Recycling, or Landfill.

Edge Architecture

On-device intelligence. Fast, offline, and secure.

Refugo executes computer vision models directly on local hardware. By running lightweight inference on-device, the system delivers instantaneous sorting feedback in under 300 milliseconds without network latency.

This privacy-by-design architecture ensures reliable, continuous operation in outdoor school yards while eliminating IT network dependencies and bandwidth overhead.

Students evaluating edge hardware
Digital Ecosystem

Extending circular habits beyond the campus gate.

While physical Refugo hardware guides students during phone-free school hours, our Progressive Web App (PWA) allows students to carry positive sorting habits into their households.

Smart Scan

Point smartphone cameras at household packaging for instant sorting guidance.

Impact Telemetry

Campus dashboards tracking items diverted and container recycling totals.

Interschool Challenges

Live leaderboards showing friendly recycling competition between schools.

Educational Modules

Practical sustainability resources for student environmental leaders.

Students demonstrating web app features
Campus Deployment

Ready to upgrade your school waste stations?

Rethink Australia offers direct licensing pathways for independent campuses and corporate-sponsored deployment options for government public schools.

Connect with our team to schedule a site evaluation and explore hardware rollout schedules for the upcoming academic term.

Rethink Australia deployment team