Pharma / Drug · APPLICATION SCENARIO

High-Speed Real-Time Blister Pack Inspection

Blister packaging is the last line of protection before a drug meets the outside world — missing pills or damage directly affect efficacy and compliance.

Scenario · Blister: Missing Pills / Damage / Misload

High-Speed Real-Time Blister Pack Inspection

Challenge & Solution

High-Speed Real-Time Blister Pack Inspection

ChallengeLines run at tens of thousands of units per hour; traditional threshold-based vision has a false-positive rate over 30% under strong glare, with a seal-defect detection rate of only 60%.

SolutionDaoAI: A deep-learning model runs stably at full speed — 50,000 units/hour — telling real defects apart from normal variation in real time.

mAP 99%Overall detection precision
95%+Seal-defect detection rate (was 60%)
<5%False positive rate (was 25%)
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Recommended equipment: 2D ACI (AI-AOI) · AOI Software

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This article is an original publication by WeLinkirt (DaoAI). Under customer confidentiality, cases are anonymized industry scenarios and figures are illustrative; see product pages for official benchmarks.

FAQ

What's the biggest challenge in High-Speed Real-Time Blister Pack Inspection?

Lines run at tens of thousands of units per hour; traditional threshold-based vision has a false-positive rate over 30% under strong glare, with a seal-defect detection rate of only 60%.

High-Speed Real-Time Blister Pack Inspection: How does DaoAI solve this?

DaoAI: A deep-learning model runs stably at full speed — 50,000 units/hour — telling real defects apart from normal variation in real time.

High-Speed Real-Time Blister Pack Inspection: What results can this deliver?

In DaoAI's real production deployments, Overall detection precision reaches mAP 99%, Seal-defect detection rate (was 60%) reaches 95%+, and False positive rate (was 25%) reaches <5% (case studies are simulated scenarios based on real product capabilities; see product pages for official benchmarks).

How much does High-Speed Real-Time Blister Pack Inspection typically cost?

High-Speed Real-Time Blister Pack Inspection pricing depends on production-line scale, number of inspection points, and deployment mode (cloud/edge/on-premise); configurations vary significantly by customer, so we don't publish a fixed price list. Book a demo for a quote and implementation timeline tailored to your setup.