LXViT: a hybrid hierarchical CNN-ViT framework for lemon leaf disease classification with multi-method explainable AI integration
Lemon leaf diseases threaten agricultural productivity, yet early detection remains difficult due to subtle lesion patterns and environmental variability, so LXViT is demonstrated as a promising architecture for lemon leaf disease classification, warranting further validation across diverse geographic and environmental...