A Novel Involution-Based Lightweight Network for Fabric Defect Detection

For automatic fabric defect detection with deep learning, diverse textures and defect forms are often required for a large training set. However, the computation cost of convolution neural networks (CNNs)-based models is very high. This research proposed an involution-enabled Faster R-CNN network by...

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Bibliographic Details
Main Authors: Zhenxia Ke, Lingjie Yu, Chao Zhi, Tao Xue, Yuming Zhang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/16/5/340
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