Open access
Jul 2026
Explainable hybrid multi-branch CNN–ViT–GNN framework for robust hibiscus leaf disease classification
This study establishes a computationally efficient, transparent, and robust pathway for automated disease diagnosis in precision agriculture by introducing CNN-FusionViT-GNN, a explainable hybrid multi-branch framework that synergizes the fine-grained texture extraction of a DenseNet201 backbone, the global contextual...
M. Billah, Saifuddin Sagor, Shahariar Hossain et al.
· Scientific Reports · 1 citation