SmartBin.
Computer vision waste sorting system
Problem, solution, and result.
A tighter story that reads like a real client case study.
Contamination rates in recycling streams are too high — sorting must happen at the source.
On-device CV models that classify and route waste at the bin level, with cloud telemetry for cities.
63% lower contamination · 2.1× collection efficiency
A system designed to last.
Edge-native, observable and built for compounding velocity.
What was actually built.
A useful snapshot of the product and system behind the case study.
Contamination rates in recycling streams are too high — sorting must happen at the source.
On-device CV models that classify and route waste at the bin level, with cloud telemetry for cities.
A project-specific visual that anchors the story without relying on a generic category mockup.
- Real-time classification
- Fill-level prediction
- Route optimization
Crafted surface. Considered system.
Grouped so the product read feels intentional instead of crowded.
Core experience
- Real-time classification
- Fill-level prediction
Platform & systems
- Route optimization
These are the actual technologies used in this project, not a curated shortlist.
City-scale waste intelligence network.
