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Surface defect detection for button is a tough task because of complex surface texture, variety of defects, and limited defect samples which often leads to an imbalanced issue. Aiming at solving these problems, a similarity metric method based on Siamese network is proposed for detecting defects of button and applied in a practical machine-vision-based system. In our system, the Siamese network with...
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