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Vision Electronics DetectionClassification

PCB Child Component Assembly Check with Orientation

Verifies all child components on a PCB with orientation checking — plus integrity checks like scratch and dent detection on relays.

PCB Child Component Assembly Check with Orientation
1 pass
full board check

/ The Challenge

Missing, misplaced, or flipped components passed visual checks and failed at test or in the field.

/ What We Deployed

Detection verifies every defined component, its orientation, and surface integrity in one inspection, with instant feedback to the line.

/ The Results

  • Every component + orientation verified
  • Relay surface defects caught
  • Field failures from assembly cut

Built With

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

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