Evaluated demoSurface Sentinel
Small defects. Visible evidence.
16/16Classifications on synthetic test panelsRecorded synthetic dataset
← All projects
Evaluated demo 
Evaluated demo
Vision / Development scaffold
Computer Vision
A foundation for a future computer vision pilot.
THE PROBLEM
Visual inspection projects need their images, classes and acceptance criteria defined before model integration.
THE WORKFLOW
The current scaffold tests the interface and request flow using a text counter. It does not yet run image inference.
- 01Use-case definition
- 02Representative data
- 03Integration pending
- 04Agreed evaluation
WHAT WE COULD BUILD WITH YOU
A classification, detection or inspection pilot scoped around representative images.
What we would define first
Images and data, labelling, classes, capture conditions and evaluation metrics.
Demonstration limits
Development scaffold. AI integration is pending; no inference film or computer vision benchmark is published.
Discuss your use case ↗Explore other projects
Evaluated demoEvaluated demoStock Atlas
From image to inventory. Unit by unit.
1/1Scene with correct count (9 units)Recorded synthetic dataset