Sensor Surface Scratch Finder
An EV and electrification supplier that builds complex sensor modules reported that sensors are very sensitive to any scratches or surface defects that can impact their installation and sensitivity. This customer struggled to identify surface defects that ranged from small blemishes to larger scratches.

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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 sensor surface scratch finder in the electronics 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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