Food / Agriculture · APPLICATION SCENARIO

Online Label, Print Code & Expiry Date Recognition

The accuracy of labels and print codes is tied to product traceability and shelf-life compliance — a pain point for lines with frequent changeovers across many SKUs.

Scenario · Label / Print Code / Expiry Recognition

Online Label, Print Code & Expiry Date Recognition

Challenge & Solution

Online Label, Print Code & Expiry Date Recognition

ChallengeIn multi-SKU co-packing and filling scenarios with frequent changeovers, label placement fit, print-code clarity, and production date must all be verified piece-by-piece at high line speed.

SolutionThe same AI-AOI station handles label and print-code inspection together, adapting quickly to new SKUs with few-shot learning.

99.5%+Detection accuracy (from the same deployed system)

HoursSetup time (was days)

Full inspectionTraceable record-keeping

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This article was generated by AI. Customer cases are simulated scenarios based on real product capabilities and figures are illustrative; see product pages for official benchmarks.