Detection and Classification of Cotton Foreign Fibers Based on Polarization Imaging and Improved YOLOv5

Detection and Classification of Cotton Foreign Fibers Based on Polarization Imaging and Improved YOLOv5

It is important to detect and classify foreign fibers in cotton, especially white and transparent foreign fibers, to produce subsequent yarn and textile quality. There are some problems in the actual cotton foreign fiber removing process, such as some foreign fibers missing inspection, low recogniti...

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Bibliographic Details
Main Authors: Rui Wang, Zhi-Feng Zhang, Ben Yang, Hai-Qi Xi, Yu-Sheng Zhai, Rui-Liang Zhang, Li-Jie Geng, Zhi-Yong Chen, Kun Yang
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Sensors
Subjects:
deep learning
foreign fiber detection
YOLOv5
polarization imaging
line laser
Online Access:https://www.mdpi.com/1424-8220/23/9/4415

Internet

https://www.mdpi.com/1424-8220/23/9/4415

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