An Analysis of Plant Diseases Identification Based on Deep Learning Methods

Detecting diseases in apple tree leaves using FPN–ISResNet–Faster RCNN

(2023) Jingwei Hou et al.   European Journal of Remote Sensing

A Lightweight Attention-Based Convolutional Neural Networks for Tomato Leaf Disease Classification

(2022) Anil Bhujel et al.   Agriculture-Basel

Convolutional Neural Networks in Detection of Plant Leaf Diseases: A Review

(2022) Bulent Tugrul et al.   Agriculture-Basel

Comparison of various deep convolutional neural network models to discriminate apple leaf diseases using transfer learning

(2022) Priyanka Pradhan et al.   Journal of Plant Diseases and Protection

A robust deep learning approach for tomato plant leaf disease localization and classification

(2022) Marriam Nawaz et al.   Scientific Reports

MGA-YOLO: A lightweight one-stage network for apple leaf disease detection

(2022) Yiwen Wang et al.   Frontiers in Plant Science

RTF-RCNN: An Architecture for Real-Time Tomato Plant Leaf Diseases Detection in Video Streaming Using Faster-RCNN

(2022) Madallah Alruwaili et al.   Bioengineering

Machine Learning and Deep Learning Based Computational Techniques in Automatic Agricultural Diseases Detection: Methodologies, Applications, and Challenges

(2021) Javaid Ahmad Wani et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Identification of Cotton Leaf Lesions Using Deep Learning Techniques

(2021) Rafael Faria Caldeira et al.   SENSORS

Tomato Anomalies Detection in Greenhouse Scenarios Based on YOLO-Dense

(2021) Xuewei Wang et al.   Frontiers in Plant Science

Automatic Diagnosis of Rice Diseases Using Deep Learning

(2021) Ruoling Deng et al.   Frontiers in Plant Science

Wheat Spike Blast Image Classification Using Deep Convolutional Neural Networks

(2021) Mariela Fernández-Campos et al.   Frontiers in Plant Science

Leaf-based disease detection in bell pepper plant using YOLO v5

(2021) Midhun P. Mathew et al.   Signal Image and Video Processing

MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation

(2021) Abhishek Srivastava et al.   IEEE Journal of Biomedical and Health Informatics

Leaf spectral reflectance of Hevea brasiliensis in response to Pseudocercospora ulei

(2020) Armando Sterling et al.   EUROPEAN JOURNAL OF PLANT PATHOLOGY

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

Apple Leaf Diseases Recognition Based on An Improved Convolutional Neural Network

(2020) Qian Yan et al.   SENSORS

Tomato Diseases and Pests Detection Based on Improved Yolo V3 Convolutional Neural Network

(2020) Jun Liu et al.   Frontiers in Plant Science

A review of computer vision technologies for plant phenotyping

(2020) Zhenbo Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Rice plant disease classification using color features: a machine learning paradigm

(2020) Vimal K. Shrivastava et al.   JOURNAL OF PLANT PATHOLOGY

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

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

Detection Of Pepper Fusarium Disease Using Machine Learning Algorithms Based On Spectral Reflectance

(2019) Kerim Karadağ et al.   Sustainable Computing-Informatics & Systems

Detection of Apple Lesions in Orchards Based on Deep Learning Methods of CycleGAN and YOLOV3-Dense

(2019) Yunong Tian et al.   Journal of Sensors

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE