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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Bibliographic Details

Published in:	Frontiers in Plant Science
Main Authors:	Pei Wang, Fan Luo, Lihong Wang, Chengsong Li, Qi Niu, Hui Li
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-12-01
Subjects:	deep learning in agriculture small target insect insect identification ResNet model convolutional neural network
Online Access:	https://www.frontiersin.org/articles/10.3389/fpls.2022.1066115/full