Enhancing the performance of transferred efficientnet models in leaf image-based plant disease classification

SEV‐Net: Residual network embedded with attention mechanism for plant disease severity detection

(2021) Yun Zhao et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Detection and severity analysis of tea leaf blight based on deep learning

(2021) Gensheng Hu et al.   COMPUTERS & ELECTRICAL ENGINEERING

Plant diseases and pests detection based on deep learning: a review

(2021) Jun Liu et al.   Plant Methods

Recognizing apple leaf diseases using a novel parallel real‐time processing framework based on MASK RCNN and transfer learning: An application for smart agriculture

(2021) Zia ur Rehman et al.   IET Image Processing

Transfer learning-based deep ensemble neural network for plant leaf disease detection

(2021) Sasikala Vallabhajosyula et al.   Journal of Plant Diseases and Protection

Identifying and classifying plant disease using resilient LF-CNN

(2021) Gokulnath B.V. et al.   Ecological Informatics

Real-time detection and identification of plant leaf diseases using convolutional neural networks on an embedded platform

(2021) Ruchi Gajjar et al.   VISUAL COMPUTER

Image-Based Detection of Plant Diseases: From Classical Machine Learning to Deep Learning Journey

(2021) Rehan Ullah Khan et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Identification of Plant-Leaf Diseases Using CNN and Transfer-Learning Approach

(2021) Sk Mahmudul Hassan et al.   Electronics

Towards automatic field plant disease recognition

(2021) Penghui Gui et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

RIC-Net: A plant disease classification model based on the fusion of Inception and residual structure and embedded attention mechanism

(2021) Yun Zhao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

New perspectives on plant disease characterization based on deep learning

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

Detection of rice plant diseases based on deep transfer learning

(2020) Junde Chen et al.   JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE

Identification of cash crop diseases using automatic image segmentation algorithm and deep learning with expanded dataset

(2020) Yonghua Xiong et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant disease detection using computational intelligence and image processing

(2020) Vibhor Kumar Vishnoi et al.   Journal of Plant Diseases and Protection

Identifying plant diseases using deep transfer learning and enhanced lightweight network

(2020) Junde Chen et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Recognition of plant leaf diseases based on computer vision

(2020) Y. A. Nanehkaran et al.   Journal of Ambient Intelligence and Humanized Computing

Automated tomato leaf disease classification using transfer learning-based deep convolution neural network

(2020) Rajasekaran Thangaraj et al.   Journal of Plant Diseases and Protection

Classification of ladies finger plant leaf using deep learning

(2020) L. Selvam et al.   Journal of Ambient Intelligence and Humanized Computing

Plant leaf disease classification using EfficientNet deep learning model

(2020) Ümit Atila et al.   Ecological Informatics

Identification of plant leaf diseases using a nine-layer deep convolutional neural network

(2019) Geetharamani G. et al.   COMPUTERS & ELECTRICAL ENGINEERING

Solving Current Limitations of Deep Learning Based Approaches for Plant Disease Detection

(2019) Marko Arsenovic et al.   Symmetry-Basel

Depthwise separable convolution architectures for plant disease classification

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

Plant Disease Detection and Classification by Deep Learning

(2019) Saleem et al.   Plants-Basel

Review of image processing approaches for detecting plant diseases

(2019) ADITYA SINHA et al.   IET Image Processing

Heterogeneous Transfer Learning for Hyperspectral Image Classification Based on Convolutional Neural Network

(2019) Xin He et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Plants Disease Identification and Classification Through Leaf Images: A Survey

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

A review of the use of convolutional neural networks in agriculture

(2018) A. Kamilaris et al.   JOURNAL OF AGRICULTURAL SCIENCE

Challenges in monitoring and managing plant diseases in developing countries

(2018) D. Klauser   Journal of Plant Diseases and Protection

A review of the use of convolutional neural networks in agriculture

(2018) A. Kamilaris et al.   JOURNAL OF AGRICULTURAL SCIENCE

Identification of rice diseases using deep convolutional neural networks

(2017) Yang Lu et al.   NEUROCOMPUTING

A survey of transfer learning for collaborative recommendation with auxiliary data

(2016) Weike Pan   NEUROCOMPUTING

Using Deep Learning for Image-Based Plant Disease Detection

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

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT