Defect Library
Precision Parts

High-Precision Tool Scratch Inspection

An automation solutions provider was working with a construction customer that had extremely high precision surveying needs. They required 1000s of GNSS surveying tools and had to ensure none had even minor scratches, as these could indicate internal damage.

High-Precision Tool Scratch Inspection — defect inspection example

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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 high-precision tool scratch inspection in the precision parts 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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