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Vision Automotive DetectionClassification

Assembly Verification System

Verifies component placement, orientation, and sequence across multiple assembly stages — missing or wrong assembly detected immediately.

Assembly Verification System
Per-stage
verification

/ The Challenge

Multi-stage assembly errors compounded silently until end-of-line test failure.

/ What We Deployed

Stage-by-stage verification confirms placement, orientation, and sequence against specification with immediate feedback.

/ The Results

  • Errors caught at the failing stage
  • EOL test failures reduced
  • Rework localised, not compounded

Built With

Core Vision Engine
CT Garud
AI defect detection & segmentation — 10+ defect types in one frame, <50ms per inference.
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PLC Integration
Process Check
Vision-guided process-sequence interlock & manufacturing step verification with PLC/Modbus output.
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