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%.
SolutionA 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%)