Site Goal And Boundary
SOP visual verification and process error-proofing is not a one-time demo. It connects real products, defect standards, production rhythm and quality ownership into one engineering loop.
Imaging, Algorithm And Equipment
The imaging chain should cover camera, lens, lighting, trigger, fixture, edge computing and software recipe. Algorithms become reliable only when the defect is visible and stable.
Line Integration And Local Data
The system should store PLC signals, MES orders, batches, recipes, model versions, raw images, result images and review records locally. Inspection and evidence retention continue when the network is offline.
Sample Review And False Calls
The sample library should include good parts, typical defects, boundary samples and good parts that are easy to reject by mistake. Each review should record cause, owner, version and rollback path.
Acceptance, Maintenance And Replication Value
Acceptance should cover continuous run time, cycle-time margin, false reject, missed-defect risk, recovery, permissions, traceability fields and maintenance cycle, while also clarifying training, spare parts, sample regression, version governance and replication conditions.