Recognition method of soybean leaf diseases using residual neural network based on transfer learning

Author:

Yu Miao,Ma Xiaodan,Guan Haiou

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computer Science Applications,Ecological Modeling,Modeling and Simulation,Ecology,Ecology, Evolution, Behavior and Systematics

Reference34 articles.

1. ImageNet classification with deep convolutional neural networks;Alex;Commun. ACM,2017

2. Deep learning for image-based cassava disease detection;Amanda;Front. Plant Sci.,2017

3. Plant leaf disease classification using EfficientNet deep learning model;Atila;Ecol. Informat.,2021

4. Soybean disease identification using original field images and transfer learning with convolutional neural networks;Bevers;Comput. Electron. Agric.,2022

5. Current status and future perspective of the application of deep learning in plant phenotype research;Cen;Transact. Chinese Soc. Agricult. Eng.,2020

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