Jayme Garcia Arnal Barbedo

Plant disease identification from individual lesions and spots using deep learning

Jayme Garcia Arnal Barbedo · Biosystems Engineering · 2019 · 699 citations

Image Classification, Convolutional Neural Network, Image Analysis +14

Impact of dataset size and variety on the effectiveness of deep learning and transfer learning for plant disease classification

Jayme Garcia Arnal Barbedo · Computers and Electronics in Agriculture · 2018 · 644 citations

Data Augmentation, Engineering, Machine Learning +10

Factors influencing the use of deep learning for plant disease recognition

Jayme Garcia Arnal Barbedo · Biosystems Engineering · 2018 · 549 citations

Convolutional Neural Network, Plant Disease Recognition, Machine Learning +10

From visual estimates to fully automated sensor-based measurements of plant disease severity: status and challenges for improving accuracy

Clive H. Bock, Jayme Garcia Arnal Barbedo, Emerson M. Del Ponte et al. · Phytopathology Research · 2020 · 250 citations · Full text

Identifying multiple plant diseases using digital image processing

Jayme Garcia Arnal Barbedo, Luciano Vieira Koenigkan, Thiago Teixeira Santos · Biosystems Engineering · 2016 · 181 citations

Precision Agriculture, Image Analysis, Engineering +9