Axle Component ID Verification
An automotive components manufacturer had to etch component IDs onto axle components before sending on to customers. These IDs had to be placed directly over another ID that was imprinted by the manufacturer's suppliers, leading to two or sometimes three sets of IDs closely placed near each other.

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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 axle component id verification 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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