ASFL-YOLOX: an adaptive spatial feature fusion and lightweight detection method for insect pests of the Papilionidae family

ASFL-YOLOX: an adaptive spatial feature fusion and lightweight detection method for insect pests of the Papilionidae family

IntroductionInsect pests from the family Papilionidae (IPPs) are a seasonal threat to citrus orchards, causing damage to young leaves, affecting canopy formation and fruiting. Existing pest detection models used by orchard plant protection equipment lack a balance between inference speed and accurac...

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Bibliographic Details
Main Authors: Lijia Xu, Xiaoshi Shi, Zuoliang Tang, Yong He, Ning Yang, Wei Ma, Chengyu Zheng, Huabao Chen, Taigang Zhou, Peng Huang, Zhijun Wu, Yuchao Wang, Zhiyong Zou, Zhiliang Kang, Jianwu Dai, Yongpeng Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Plant Science
Subjects:
pest detection
YOLOX
GhostNet-ECA
ASFF
pruning strategy
plant protection
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1176300/full

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