Systems involved
Line camerasEdge or cloud inferenceOperator review screenQuality or MES system
Make visual exceptions easier to find.
An example of how computer vision could turn a business challenge into a working process. This is a proposed scenario, not a published client engagement.
The scenario
The challenge
An inspection process relies on operators reviewing a high volume of images or products, making consistent attention difficult.
The approach
A vision model highlights candidate exceptions for review. Operators retain decision authority while findings are recorded in the operational workflow.
What we would measure
- Detection quality on real operating conditions
- False alerts and missed exceptions
- Time spent reviewing and recording findings
The proposed workflow
- 01Camera captures the item
- 02NIM vision model highlights candidate exceptions
- 03Operator confirms or dismisses
- 04Outcome recorded in the quality workflow
How people stay in charge
- Operators retain decision authority
- Thresholds agreed per defect type
- Image retention per policy
