AI Vision Quality Inspection for Manufacturing

AI vision systems fail when data coverage is weak and operator workflows are ignored. Build balanced defect datasets, run shadow-mode validation first, and expose model confidence in HMI views so teams can trust decisions and tune thresholds safely.

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