S-ResNet: An improved ResNet neural model capable of the identification of small insects

IntroductionPrecise identification of crop insects is a crucial aspect of intelligent plant protection. Recently, with the development of deep learning methods, the efficiency of insect recognition has been significantly improved. However, the recognition rate of existing models for small insect tar...

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Hlavní autoři:	Pei Wang, Fan Luo, Lihong Wang, Chengsong Li, Qi Niu, Hui Li
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Frontiers Media S.A. 2022-12-01
Edice:	Frontiers in Plant Science
Témata:	deep learning in agriculture small target insect insect identification ResNet model convolutional neural network
On-line přístup:	https://www.frontiersin.org/articles/10.3389/fpls.2022.1066115/full
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