Classification of field wheat varieties based on a lightweight G-PPW-VGG11 model

Classification of field wheat varieties based on a lightweight G-PPW-VGG11 model

IntroductionIn agriculture, especially wheat cultivation, farmers often use multi-variety planting strategies to reduce monoculture-related harvest risks. However, the subtle morphological differences among wheat varieties make accurate discrimination technically challenging. Traditional variety cla...

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Bibliographic Details
Main Authors: Yu Pan, Xun Yu, Jihua Dong, Yonghang Zhao, Shuanming Li, Xiuliang Jin
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-05-01
Series:Frontiers in Plant Science
Subjects:
classification
lightweight
field environment
G-PPW-VGG11
partially mixed depth separable convolution
Android
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2024.1375245/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2024.1375245/full

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