Inputs to provide
Good and defective samples, defect definitions, cycle time, lighting and mounting constraints.
AI Vision & Edge Intelligence
Industrial defect inspection feasibility study
Assess whether agreed surface defects can be detected from representative images before committing to line integration.
Scoped deliverables
Sample review, imaging recommendations, baseline inspection program, error analysis and feasibility report.
Acceptance method
Measure false accepts, false rejects, recall and processing time on an agreed held-out set and target hardware.
Scope boundaries
Line modification, PLC rejection hardware and continuous model retraining require separate scope.
From review to delivery
- 01Requirements and material review
- 02Proof of concept or prototype
- 03Development, integration and testing
- 04Deployment, pilot production and maintenance
We review materials before confirming scope, price, schedule and acceptance in writing. Metrics depend on agreed hardware, samples and operating conditions. Hardware, third-party licenses, certification, site work and ongoing operations are confirmed separately.
Discuss this service
We review the materials and scope before confirming a quotation and implementation schedule.