Classification of plug seedling quality by improved convolutional neural network with an attention mechanism

Classification of plug seedling quality by improved convolutional neural network with an attention mechanism

The classification of plug seedling quality plays an active role in enhancing the quality of seedlings. The EfficientNet-B7-CBAM model, an improved convolutional neural network (CNN) model, was proposed to improve classification efficiency and reduce high cost. To ensure that the EfficientNet-B7 mod...

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Bibliographic Details
Main Authors: Xinwu Du, Laiqiang Si, Xin Jin, Pengfei Li, Zhihao Yun, Kaihang Gao
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Plant Science
Subjects:
plug seedlings
convolutional neural network
EfficientNet-B7-CBAM model
transfer learning
quality classification
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.967706/full

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