Vision
Automotive
DetectionClassification
Assembly Verification System
Verifies component placement, orientation, and sequence across multiple assembly stages — missing or wrong assembly detected immediately.
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
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Black Glue Detection on Glass
Verifies black glue presence and continuity on black primer while the robot applies it — on gap detection the robot stops and the glass is reworked.
In-cycle robot control
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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
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Vision
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Weld Bead Measurement
Measures weld bead width, height, and continuity automatically against quality standards — objective weld measurement without manual gauges.
100% welds measured
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/ Get Started
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