Attention guided convolutional neural network with explainable AI for papaya leaf disease detection in edge and drone agricultural systems

Abstract Existing disease discovery in papaya leaves is most significant in achieving yield and profitability stability in the tropics but has proven difficult in the presence of deficiencies in manual exploration and tailored crop models in crop-AI systems. Therefore, this study introduces PapayaNe...

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Detalhes bibliográficos

Principais autores:	Raiyan Gani, Maherun Nessa Isty, Mohammad Rifat Ahmmad Rashid, Jubaer Ahmed, Tasmia Islam, Mahamudul Hasan, Raihan Ul Islam, Shamim H. Ripon, Ahmed Wasif Reza
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2025-11-01
coleção:	Scientific Reports
Assuntos:	Papaya leaf disease Leaf classification Deep learning Attention mechanism PapayaNet Explainable AI
Acesso em linha:	https://doi.org/10.1038/s41598-025-25374-w
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