Plant diseases significantly threaten agricultural productivity, necessitating accurate identification and classification of plant lesions for improved crop quality. Citrus plants, belonging to the Rutaceae family, are highly susceptible such as citrus canker, black spot, devastating Huanglongbing (HLB) disease. HLB, caused by gram-negative proteobacteria strains, severely impacts orchards glob...