Adaptive Thresholding of CNN Features for Maize Leaf Disease Classification and Severity Estimation

Adaptive Thresholding of CNN Features for Maize Leaf Disease Classification and Severity Estimation

Convolutional neural networks (CNNs) are the gold standard in the machine learning (ML) community. As a result, most of the recent studies have relied on CNNs, which have achieved higher accuracies compared with traditional machine learning approaches. From prior research, we learned that multi-clas...

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Bibliographic Details
Main Authors: Harry Dzingai Mafukidze, Godliver Owomugisha, Daniel Otim, Action Nechibvute, Cloud Nyamhere, Felix Mazunga
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Applied Sciences
Subjects:
CNN
transfer learning
class activation heatmap
adaptive thresholding
Online Access:https://www.mdpi.com/2076-3417/12/17/8412

Internet

https://www.mdpi.com/2076-3417/12/17/8412

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