A Fabric Defect Segmentation Model Based on Improved Swin-Unet with Gabor Filter
Haitao Xu,
Chengming Liu,
Shuya Duan
et al.
Abstract:Fabric inspection is critical in fabric manufacturing. Automatic detection of fabric defects in the textile industry has always been an important research field. Previously, manual visual inspection was commonly used; however, there were drawbacks such as high labor costs, slow detection speed, and high error rates. Recently, many defect detection methods based on deep learning have been proposed. However, problems need to be solved in the existing methods, such as detection accuracy and interference of comple… Show more
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