A Deep Learning Framework for Plant Disease Severity Estimation to Optimize Chemical Pesticide Dosage

Plant diseases caused by fungal, bacterial, and viral pathogens represent a significant threat to global food security. To address this critical research gap, this paper introduces a comprehensive deep learning-based framework designed not only for disease identification and severity estimation, but also for targeted pesticide dosage optimization.