E. Jansi

EfficientNet-CBAM-prototype: an attention-guided EfficientNet framework with dynamic prototype representation for tomato disease classification

This work proposes EfficientNet-CBAM-Prototype (ECP-Net), a unique end-to-end deep learning architecture that achieves 98.6% test accuracy, 98.59% F1-score, and 98.65% precision on the PlantVillage tomato subset, and proposes a two-phase training strategy wherein CBAM is frozen during phase 1 to allow prototype stabili...