Semiconductor Package Crack Detection

Challenge & Solution

Semiconductor Package Crack Detection

ChallengeTraditional inspection missed about 3% of defects, with a false-positive rate as high as 40%, consuming significant re-inspection capacity.

SolutionA proprietary 3D camera combined with 3D morphology reconstruction and deep-learning feature extraction, with semantic false-positive filtering to reduce needless re-checks.