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Identification of winter wheat pests and diseases based on improved convolutional neural network

Wheat pests and diseases are one of the main factors affecting wheat yield. According to the characteristics of four common pests and diseases, an identification method based on improved convolution neural network is proposed. VGGNet16 is selected as the basic network model, but the problem of small...

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Detalles Bibliográficos
Autores principales: Yao, Jianbin, Liu, Jianhua, Zhang, Yingna, Wang, Hansheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329273/
https://www.ncbi.nlm.nih.gov/pubmed/37426620
http://dx.doi.org/10.1515/biol-2022-0632