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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.

Welding Quality Inspection — OK / Loose / Burnt
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

Built With

Core Vision Engine
CT Garud
AI defect detection & segmentation — 10+ defect types in one frame, <50ms per inference.
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