Cutting Edge '25

An Explainable Few-shot Early Defect Detection System for Production Lines

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This research presents an explainable system for detecting defects in production lines using only a few sample images. It combines advanced machine learning techniques with visual explanations to quickly identify defects, helping manufacturers improve quality control with minimal training data and greater transparency in decision-making.

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