Siham Kouidri

HMSMT: Hierarchical Multi-Stage Multi-Task Deep Learning for Plant Leaf Disease Diagnosis

Plant leaf diseases represent a major threat to agricultural productivity, requiring accurate and robust automated diagnosis methods for precision farming. Existing deep learning approaches are often limited by single-task designs, insufficient lesion localization capabilities, and severity estimation mechanisms that a...