Comparison of mAP@0.5 for different defect categories.

<p>Comparison of mAP@0.5 for different defect categories.</p>

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Bibliographic Details
Main Author:	Lei Zhou (19808) (author)
Other Authors:	Bingya Ma (20558620) (author), Yanyan Dong (1304145) (author), Zhewen Yin (11198799) (author), Fan Lu (490738) (author)
Published:	2025
Subjects:	Biochemistry Cell Biology Sociology Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified varying defect sizes reducing computational complexity false positives caused experimental results demonstrate dynamic snake convolution diverse defect patterns precise defect localization div >< p detecting complex defects 3 %, highlighting inaccurate localization complex textures subtle defects 5 %, texture details textile industry superior capability spatial scales significant improvement scale structures scale attention quality control paper proposes model ’ leveraging multi improved yolov8 feature representations fabric defects enhance sensitivity efficient multi detection performance channel priors backbone network accurate detection 95 rose
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