VGG-ICNN: A Lightweight CNN model for crop disease identification

Identification of rice plant diseases using lightweight attention networks

(2021) Junde Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

New perspectives on plant disease characterization based on deep learning

(2020) Sue Han Lee et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Crop leaf disease recognition based on Self-Attention convolutional neural network

(2020) Weihui Zeng et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

SoyNet: Soybean leaf diseases classification

(2020) Aditya Karlekar et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Uncertainty quantification for plant disease detection using Bayesian deep learning

(2020) S. Hernández et al.   APPLIED SOFT COMPUTING

Few-Shot Learning approach for plant disease classification using images taken in the field

(2020) David Argüeso et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using deep transfer learning for image-based plant disease identification

(2020) Junde Chen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A novel PCA–whale optimization-based deep neural network model for classification of tomato plant diseases using GPU

(2020) Thippa Reddy Gadekallu et al.   Journal of Real-Time Image Processing

The Plant Pathology Challenge 2020 data set to classify foliar disease of apples

(2020) Ranjita Thapa et al.   Applications in Plant Sciences

Attention embedded lightweight network for maize disease recognition

(2020) Junde Chen et al.   PLANT PATHOLOGY

Plant disease recognition using fractional-order Zernike moments and SVM classifier

(2019) Parminder Kaur et al.   NEURAL COMPUTING & APPLICATIONS

PD2SE-Net: Computer-assisted plant disease diagnosis and severity estimation network

(2019) Qiaokang Liang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

The global burden of pathogens and pests on major food crops

(2019) Serge Savary et al.   Nature Ecology & Evolution

Infield oilseed rape images segmentation via improved unsupervised learning models combined with supreme color features

(2019) Alwaseela Abdalla et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Cucumber leaf disease identification with global pooling dilated convolutional neural network

(2019) Shanwen Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Depthwise separable convolution architectures for plant disease classification

(2019) Kamal KC et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Attention embedded residual CNN for disease detection in tomato leaves

(2019) Karthik R. et al.   APPLIED SOFT COMPUTING

Crop conditional Convolutional Neural Networks for massive multi-crop plant disease classification over cell phone acquired images taken on real field conditions

(2019) Artzai Picon et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An optimized model based on convolutional neural networks and orthogonal learning particle swarm optimization algorithm for plant diseases diagnosis

(2019) Ashraf Darwish et al.   Swarm and Evolutionary Computation

Plants Disease Identification and Classification Through Leaf Images: A Survey

(2018) Sukhvir Kaur et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Factors influencing the use of deep learning for plant disease recognition

(2018) Jayme G.A. Barbedo   BIOSYSTEMS ENGINEERING

Deep learning models for plant disease detection and diagnosis

(2018) Konstantinos P. Ferentinos   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A comparative study of fine-tuning deep learning models for plant disease identification

(2018) Edna Chebet Too et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An automated detection and classification of citrus plant diseases using image processing techniques: A review

(2018) Zahid Iqbal et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

(2018) Jayme Garcia Arnal Barbedo   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Annotated Plant Pathology Databases for Image-Based Detection and Recognition of Diseases

(2018) Jayme Garcia Arnal Barbedo et al.   IEEE Latin America Transactions

Plant leaf disease identification using exponential spider monkey optimization

(2018) Sandeep Kumar et al.   Sustainable Computing-Informatics & Systems

Identification of rice diseases using deep convolutional neural networks

(2017) Yang Lu et al.   NEUROCOMPUTING

Identifying multiple plant diseases using digital image processing

(2016) Jayme Garcia Arnal Barbedo et al.   BIOSYSTEMS ENGINEERING

Using Deep Learning for Image-Based Plant Disease Detection

(2016) Sharada P. Mohanty et al.   Frontiers in Plant Science

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION