Plant Disease Classification: A Comparative Evaluation of Convolutional Neural Networks and Deep Learning Optimizers.

Saleem, Muhammad Hammad; Potgieter, Johan; Arif, Khalid Mahmood

Saleem, Muhammad Hammad; Potgieter, Johan; Arif, Khalid Mahmood.

Afiliação

Saleem MH; Department of Mechanical and Electrical Engineering, School of Food and Advanced Technology, Massey University, Auckland 0632, New Zealand.
Potgieter J; Massey Agritech Partnership Research Centre, School of Food and Advanced Technology, Massey University, Palmerston North 4442, New Zealand.
Arif KM; Department of Mechanical and Electrical Engineering, School of Food and Advanced Technology, Massey University, Auckland 0632, New Zealand.

Plants (Basel) ; 9(10)2020 Oct 06.

Article em En | MEDLINE | ID: mdl-33036220

Palavras-chave

F1-score; convolutional neural network; deep learning; plant disease classification; validation accuracy

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Plants (Basel) Ano de publicação: 2020 Tipo de documento: Article

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