Nature

Medicinal plant leaf disease classification using optimal weighted features with dilated adaptive DenseNet and attention mechanism

The agriculture sector plays a pivotal role in the growth of the global economy, but remains highly susceptible to prediction errors, particularly in disease identification. To address the limitations ...
Nature

A comparative analysis of single- and dual-backbone deep learning architectures with explainable AI for cherry leaf disease classification

Accurate differentiation of visually similar cherry leaf diseases remains a major challenge in precision agriculture due to overlapping symptom patterns and environmental variability. This study ...