An explainable hybrid feature aggregation network with residual inception positional encoding attention and EfficientNet for cassava leaf disease classification

An explainable hybrid feature aggregation network with residual inception positional encoding attention and EfficientNet for cassava leaf disease classification

Abstract Cassava is a tuberous edible plant native to the American tropics and is essential for its versatile applications including cassava flour, bread, tapioca, and laundry starch. Cassava leaf diseases reduce crop yields, elevate production costs, and disrupt market stability. This places signif...

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Bibliographic Details
Main Authors: M. Sundara Srivathsan, S. Alden Jenish, K. Arvindhan, R. Karthik
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Cassava leaf disease
Explainable AI
Deep learning
Convolutional neural network
Image classification
Online Access:https://doi.org/10.1038/s41598-025-95985-w
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