Stamped Hole Edge Defects
An automotive and aerospace parts supplier was struggling to identify minor defects around the edges of holes on a stamped part. Other cameras were able to detect major issues (e.g., open holes), but could not identify smaller defects that have led to failures in use and struggled with variable lighting and reflective materials.
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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 stamped hole edge defects 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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