An Improved Deep Residual Convolutional Neural Network for Plant Leaf Disease Detection

In this research, we proposed a novel deep residual convolutional neural network with 197 layers (ResNet197) for the detection of various plant leaf diseases. Six blocks of layers were used to develop ResNet197. ResNet197 was trained and tested using a combined plant leaf disease image dataset. Scal...

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Detalles Bibliográficos
Autores principales: Pandian J., Arun, K., Kanchanadevi, Rajalakshmi, N. R., G.Arulkumaran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9492343/
https://www.ncbi.nlm.nih.gov/pubmed/36156945
http://dx.doi.org/10.1155/2022/5102290

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9492343/
https://www.ncbi.nlm.nih.gov/pubmed/36156945
http://dx.doi.org/10.1155/2022/5102290

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