Online sorting of surface defective walnuts based on deep learning

To address concerns regarding walnut shell damage and inadequate sorting precision during the mechanized sorting of walnuts, a walnut automatic sorting machine was designed based on deep learning and experimental research. Initially, the rationality of the design was verified through experiment. The...

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Bibliographic Details

Published in:	Journal of food engineering Vol. 379; p. 112133
Main Authors:	Wang, Jingwei, Bai, Xiaopeng, Xu, Daochun, Li, Wenbin, Tong, Siyuan, Zhang, Jiaming
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.10.2024
Subjects:	algorithms Deep learning mechanization prototypes Semantic segmentation Sorting Walnut walnut hulls walnuts Deep learning Walnut Semantic segmentation Sorting
ISSN:	0260-8774
Online Access:	Get full text
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