Vision
Automotive
DetectionClassification
Welding Quality Inspection — OK / Loose / Burnt
Classifies every weld as OK, Loose, or Burnt and verifies Normal vs Side position — a part passes only with OK quality in Normal position.
3-class
weld grading
/ The Challenge
Weld quality judged by eye varied by inspector and shift; loose and burnt welds escaped into assemblies.
/ What We Deployed
Per-weld classification grades quality and position in real time; anything but OK + Normal is rejected automatically.
/ The Results
- Every weld graded consistently
- Loose/burnt escapes stopped
- Manual weld checking removed
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