A Novel Lightweight Grape Detection Method

A Novel Lightweight Grape Detection Method

This study proposes a novel lightweight grape detection method. First, the backbone network of our method is Uniformer, which captures long-range dependencies and further improves the feature extraction capability. Then, a Bi-directional Path Aggregation Network (BiPANet) is presented to fuse low-re...

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Bibliographic Details
Main Authors: Shuzhi Su, Runbin Chen, Xianjin Fang, Yanmin Zhu, Tian Zhang, Zengbao Xu
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Agriculture
Subjects:
grape detection
convolutional neural network
self-attention
deep learning
Online Access:https://www.mdpi.com/2077-0472/12/9/1364

Internet

https://www.mdpi.com/2077-0472/12/9/1364

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