Research on machine vision and deep learning based recognition of cotton seedling aphid infestation level

Research on machine vision and deep learning based recognition of cotton seedling aphid infestation level

Aphis gossypii Glover is a major insect pest in cotton production, which can cause yield reduction in severe cases. In this paper, we proposed the A. gossypii infestation monitoring method, which identifies the infestation level of A. gossypii at the cotton seedling stage, and can improve the effici...

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Bibliographic Details
Main Authors: Xin Xu, Jing Shi, Yongqin Chen, Qiang He, Liangliang Liu, Tong Sun, Ruifeng Ding, Yanhui Lu, Chaoqun Xue, Hongbo Qiao
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Plant Science
Subjects:
Aphis gossypii Glover
Faster R-CNN
YOLOv5
SSD
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1200901/full

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