Classification of Cassava Leaf Disease Based on a Non-Balanced Dataset Using Transformer-Embedded ResNet

Cassava is a typical staple food in the tropics, and cassava leaf disease can cause massive yield reductions in cassava, resulting in substantial economic losses and a lack of staple foods. However, the existing convolutional neural network (CNN) for cassava leaf disease classification is easily aff...

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Bibliographic Details
Main Authors: Yiwei Zhong, Baojin Huang, Chaowei Tang
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Agriculture
Subjects:
Online Access:https://www.mdpi.com/2077-0472/12/9/1360