Sensors (Basel, Switzerland)
A Ceramic Rare Defect Amplification Method Based on TC-CycleGAN.
Zhiqiang Zeng, Changying Dang, Zebing Ma, Jiansu Li, Zhonghua Li
Published: 202610.3390/s26020395
Abstract
The ceramic defect detection technology based on deep learning suffers from the problems of scarce rare defect samples and class imbalance. However, the current deep generative image augmentation techniques are limited when applied to the task of aug…
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