Challenge & Solution
Automotive Paint Surface Defect Detection
ChallengeManual inspection has a false-positive rate as high as 30%, and operators struggle to keep judgment criteria consistent across shifts.
SolutionVision foundation model feature recognition with APDT positive-sample learning needing only 1–20 good samples, supporting 100% on-premise deployment.
99.2%Detection rate
-68%False positive rate
5 minChangeover time (was 30 min)