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Deep Learning-Based Identification of Maize Leaf Diseases Is Improved by an Attention Mechanism: Self-Attention

Maize leaf diseases significantly reduce maize yield; therefore, monitoring and identifying the diseases during the growing season are crucial. Some of the current studies are based on images with simple backgrounds, and the realistic field settings are full of background noise, making this task cha...

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Detalles Bibliográficos
Autores principales: Qian, Xiufeng, Zhang, Chengqi, Chen, Li, Li, Ke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9096888/
https://www.ncbi.nlm.nih.gov/pubmed/35574079
http://dx.doi.org/10.3389/fpls.2022.864486