Challenge & Solution
Component Polarity False-Alarm Reduction
ChallengeTraditional AOI has long suffered from a high false-positive rate, which dulls operators' vigilance for genuine reversals under a flood of false alarms.
SolutionFew-shot learning on the line's own historical false-alarm images quickly builds a model that tells true reversals apart from visual noise.
99%Judgment accuracy
-80%False positive rate
<1sInference time per part