Machine Vision Solves "Needle-in-a-haystack" Problem for Small Parts Manufacturer, Developed by Data Systems
Data Systems solves the “needle-in-a-haystack” challenge for a small parts manufacturer using HALCON-based machine vision. The system automatically inspects, sorts, and classifies over 300,000 part variations, checking size, type, coating, and laser markings to ensure only correct parts reach shipment. Multiple cameras capture parts from different angles, while HALCON edge detection, pattern matching, and intensity inspection provide precise quality control.