Engine Kit Loose Bolt Check
An automotive OEM was dealing with issues detecting loose bolts in their engine kits. Engine kits varied in color and often had shiny, oily finishes making it challenging to capture and detect bolts consistently.

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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 engine kit loose bolt check 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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