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Automated fabric defect classification in textile manufacturing using advanced optical and deep learning techniques

Published Online: 2025-03-12

Published Print: 2025-03

Authors

Dau Sy, Hieu

Thi, Phuc Dang https://orcid.org/0000-0003-0984-3912
Gia, Huy Vo

Nguyen An, Khang Le
License Information

Text and Data Mining valid from 2025-03-01

Version of Record valid from 2025-03-01
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Article History

Received: 15 August 2024

Accepted: 28 February 2025

First Online: 12 March 2025

Declarations

:

: This research work does not involve human and/or animal subjects. The image data of the fabric rolls has been collected from various types of fabric, captured through a real optical system. The model is built on training data and has been tested through the testing data set.

: The authors declare no competing interests.

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