Automotive · Production · Vendor case study
Defect-Controlled Delivery: AI Inspection for Automotive Sleeve Surfaces
| Company / plant | Unnamed |
|---|---|
| Defect type | Dents, scratches, weld slag, porosity, burrs, thread/assembly errors |
| Part | Automotive sleeve |
| Material | Metal (welded) |
| Vendor | UnitX |
| Camera / lighting | 1x OptiX unit, robot-mounted; tray feeding |
| Training data | Not stated in source |
| Reported result (quoted) | "0% False Acceptance Rate (Critical Defects)"; "< 5% False Rejection Rate (Overall)"; "≤ 4.5s Cycle Time"; "≥ 95% Overall Equipment Effectiveness (OEE)" |
| Notes | Not stated in source |
| Defect categories | Weld & spatter, Casting & machining, Surface scratches/dents, Assembly / missing part |
| Source | https://www.unitxlabs.com/case-studies/sleeve-surface-defect-inspection/ |
Results are quoted from the source. Vendor-published results are vendor claims and were not independently verified. Spot an error? Contact us.