What is the typical inspection speed?

Pack Aggregation & Palletization

Add visual confirmations to the end of line

Add final visual gates for correct items present, cartons closed/undamaged, labels applied.

Classification for present/OK vs missing/damaged; optional OCR regions.

Carton state verification: Confirm cartons are properly closed and undamaged

Label presence: Verify shipping labels and documentation are applied

Mixed-item detection: Flag incorrect products before palletization

Recommended cameras: OV10i; OV80i where fine print matters.

The OV10i can perform fast classification checks in under 0.5 seconds per carton, keeping pace with most palletization lines.

Yes. Train models on each carton size/type or use a single model that handles size variation. Switch recipes based on SKU.

Upstream packaging checks

Label verification

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Best for: micro-defects & precision measurement on small/reflective parts

Best for: compact all-in-one surface/assembly checks and mixed defects

Best for: fast classification & presence/absence (labels applied, kit completeness)