crossrefAgriculture2024-11-30Cited by 26
Trends in Machine and Deep Learning Techniques for Plant Disease Identification: A Systematic Review
Diana-Carmen Rodríguez-Lira, Diana-Margarita Córdova-Esparza, José M. Álvarez-Alvarado, Juan Terven, Julio-Alejandro Romero-González, Juvenal Rodríguez-Reséndiz
This review explores the use of machine learning (ML) techniques for detecting pests and diseases in crops, which is a significant challenge in agriculture, leading to substantial yield losses worldwide. This study focuses on the integration of ML models, particularly Convolution…