Half Shaft Fit Inspection
An automotive OEM had a challenging inspection problem where they had to detect a soft-set condition in half shafts. Parts were located deep inside the vehicle and were partially obstructed by other components making them difficult to access.

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About this inspection application
This is one of 64 real-world defect inspection case studies in the Overview AI defect library. It covers half shaft fit inspection in the automotive industry. Overview AI provides plug-and-play smart cameras for manufacturing quality inspection, with edge-based AI models for defect detection, anomaly detection, classification, segmentation, OCR, and measurement. Customers typically deploy inspection in hours and see significant improvements in yield, throughput, and consistency versus manual inspection.
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