YOLOPears: a novel benchmark of YOLO object detectors for multi-class pear surface defect detection in quality grading systems

Pears are one of the most widely consumed fruits, and their quality directly impacts consumer satisfaction. Surface defects, such as black spots and minor blemishes, are crucial indicators of pear quality, but it is still challenging to detect them due to the similarity in visual features. This stud...

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Bibliographic Details
Main Authors: Junsheng Chen, Haoxuan Fu, Chuhan Lin, Xian Liu, Lijin Wang, Yaohua Lin
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Plant Science
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Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1483824/full
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