Improving Manufacturing Accuracy with Machine Vision Systems
How Does Deep Learning Actually Improve Defect Detection Accuracy? Classical machine vision relies on explicitly programmed rules: edge thresholds, blob sizing, pattern matching against a golden template. These methods work well for controlled, repeatable conditions but degrade quickly when defects present with high variability-think of hairline cracks in cast metal, inconsistent weld splatter, or subtle […]
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