The product
Meet Smart Bin AI: The Cafeteria Food Waste Tracking Device
Smart Bin AI is a compact, camera-equipped device installed at the plate-return point of a school or cafeteria. It uses on-device computer vision to identify each dish, measure how much food was left behind, and turn thousands of returned plates into a clear school food waste dashboard and monthly report, with no manual weighing, no extra staff work.
Inside the system
Inside Smart Bin AI
Each part of the system is designed to help teams collect accurate food waste data without disrupting the normal return process.
Component 01
Durable Casing
Built for busy school and cafeteria environments, the outer casing protects the internal electronics through repeated daily use at the plate-return station.
Component 02
Wide-Angle Camera Module
A wide-angle camera captures each returned plate from a consistent overhead angle, enabling accurate computer vision food waste analysis without any manual weighing or diner input.
Component 03
On-Device AI Processing Unit
The onboard AI unit runs computer vision models that identify dishes and estimate leftover percentages plate-by-plate, sending structured food waste data straight to the school dashboard.
How it works
A Simple Five-Step Flow
From plate return to final report, Smart Bin AI turns everyday cafeteria activity into clear, actionable data.
- 01
Plate Returned
Students, staff, or diners return plates or trays at the normal cafeteria return point, with no extra step in the workflow.
- 02
Image Captured
Smart Bin AI photographs each plate from a fixed overhead angle for consistent, comparable food waste data.
- 03
AI Analysis
Computer vision identifies the dishes on the plate and estimates the leftover percentage of each one.
- 04
Data Organised
Results are grouped by time, dish, service period, and disposal counts, ready for the school food waste dashboard.
- 05
Report Generated
Cafeteria and sustainability teams receive a monthly one-page report with dish-level trends and concrete recommendations.
Get started
Ready to understand what your cafeteria is wasting?
Smart Bin AI helps teams move from guessing to measuring, giving food providers and sustainability teams the data they need to reduce waste and make better decisions.
Curious about deployment options and pricing? See pilot and full-site pricing or read the frequently asked questions.