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Toward Reliable and Explainable Nail Disease Classification: Leveraging Adversarial Training and Grad-CAM Visualization
Farzia Hossain, Samanta Ghosh, Shahida Begum +4
Human nail diseases are gradually observed over all age groups, especially among older individuals, often going ignored until they become severe. Early detection and accurate diagn…
LeafLife: An Explainable Deep Learning Framework with Robustness for Grape Leaf Disease Recognition
B. M. Shahria Alam, Md. Nasim Ahmed
Plant disease diagnosis is essential to farmers' management choices because plant diseases frequently lower crop yield and product quality. For harvests to flourish and agricultura…
Enhancing Tea Leaf Disease Recognition with Attention Mechanisms and Grad-CAM Visualization
Omar Faruq Shikdar, Fahad Ahammed, B. M. Shahria Alam +3
Tea is among the most widely consumed drinks globally. Tea production is a key industry for many countries. One of the main challenges in tea harvesting is tea leaf diseases. If th…