Background Bias Assessment and Mitigation in Plant Disease Detection Using EfficientNet-B0 with Image Processing

Majed Molhi, Nishi Gupta, Ali Algumaei

Plant disease detection using deep learning has achieved remarkable accuracies exceeding 99% on benchmark datasets. However, these metrics may mask a critical vulnerability: models…