Vision Automotive Detection

Thread Inspection System

Verifies presence of threads, holes, and slots on machined parts — rejection triggered if any feature is missing. Multi-brand parts on the same software.

/ The Challenge

Missing threads and unfinished holes escaped to assembly, where they cost far more to find.

/ What We Deployed

Cameras verify every required thread, hole, and slot per part; brand switch-over between similar parts takes seconds in software.

/ The Results

Missing features caught at source
Multi-brand line on one system
Assembly-stage failures reduced

Built With

Core Vision Engine

CT Garud

AI defect detection & segmentation — 10+ defect types in one frame, <50ms per inference.

Explore →

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Vision Automotive

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.

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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 Case study →

Vision Automotive

Weld Bead Measurement

Measures weld bead width, height, and continuity automatically against quality standards — objective weld measurement without manual gauges.

100% welds measured Case study →

/ Get Started

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