On fine-tuning deep learning models using transfer learning and hyper-parameters optimization for disease identification in maize leaves

Automatic Fuzzy Logic-Based Maize Common Rust Disease Severity Predictions with Thresholding and Deep Learning

(2021) Malusi Sibiya et al.   Pathogens

An optimized dense convolutional neural network model for disease recognition and classification in corn leaf

(2020) Abdul Waheed 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

Attention embedded lightweight network for maize disease recognition

(2020) Junde Chen et al.   PLANT PATHOLOGY

Plant leaf disease classification using EfficientNet deep learning model

(2020) Ümit Atila et al.   Ecological Informatics

VirLeafNet: Automatic analysis and viral disease diagnosis using deep-learning in Vigna mungo plant

(2020) Rakesh Chandra Joshi et al.   Ecological Informatics

Maize leaf disease classification using deep convolutional neural networks

(2019) Ramar Ahila Priyadharshini et al.   NEURAL COMPUTING & APPLICATIONS

Plant Disease Detection and Classification by Deep Learning

(2019) Saleem et al.   Plants-Basel

Application of convolutional neural networks featuring Bayesian optimization for landslide susceptibility assessment

(2019) Maher Ibrahim Sameen et al.   CATENA

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning models for plant disease detection and diagnosis

(2018) Konstantinos P. Ferentinos   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

A review of the use of convolutional neural networks in agriculture

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

Identification of Maize Leaf Diseases Using Improved Deep Convolutional Neural Networks

(2018) Xihai Zhang et al.   IEEE Access

Artificial intelligence in healthcare: past, present and future

(2017) Fei Jiang et al.   JOURNAL OF INVESTIGATIVE MEDICINE

A review on the main challenges in automatic plant disease identification based on visible range images

(2016) Jayme Garcia Arnal Barbedo   BIOSYSTEMS ENGINEERING

Using Deep Learning for Image-Based Plant Disease Detection

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

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Crops that feed the world 6. Past successes and future challenges to the role played by maize in global food security

(2011) Bekele Shiferaw et al.   Food Security