[HTML][HTML] Coconut (Cocos nucifera) tree disease dataset: a dataset for disease detection and classification for machine learning applications
Abstract The``Coconut (Cocos nucifera) Tree Disease Dataset''comprises 5,798 images
across five disease categories:``Bud Root Dropping,''``Bud Rot,''``Gray Leaf Spot,''``Leaf …
across five disease categories:``Bud Root Dropping,''``Bud Rot,''``Gray Leaf Spot,''``Leaf …
A smart approach to coconut leaf spot disease classification using computer vision and deep learning technique
SK Brar, R Sharma, S Vats… - 2023 World Conference …, 2023 - ieeexplore.ieee.org
Coconut leaf spot (CLS) disease is a major threat to coconut production and can cause
severe economic losses. In this study, we propose a deep learning (DL)-based ResNext50 …
severe economic losses. In this study, we propose a deep learning (DL)-based ResNext50 …
[HTML][HTML] Arabica coffee leaf images dataset for coffee leaf disease detection and classification
This article introduces Arabica coffee leaf datasets known as JMuBEN and JMuBEN2. Image
acquisition was done in Mutira coffee plantation in Kirinyaga county-Kenya under real-world …
acquisition was done in Mutira coffee plantation in Kirinyaga county-Kenya under real-world …
Bell pepper leaf disease classification using CNN
M Bhagat, D Kumar, R Mahmood… - … conference on data …, 2020 - ieeexplore.ieee.org
In classifying various plant diseases, Great success has been achieved through deep
learning with convolutional neural networks (CNNs). This paper offers an overview analysis …
learning with convolutional neural networks (CNNs). This paper offers an overview analysis …
Advancing Agricultural Practices: Federated Learning-based CNN for Mango Leaf Disease Detection
This study offers a new method for identifying and categorizing mango leaf illnesses using a
Convolutional Neural Network (CNN) model based on federated learning. Diseases that …
Convolutional Neural Network (CNN) model based on federated learning. Diseases that …
Disease and pest infection detection in coconut tree through deep learning techniques
The coconut palm plantation industry relies heavily on expert advice to identify and treat
infections. Computer vision in deep learning technology opened up an avenue in the …
infections. Computer vision in deep learning technology opened up an avenue in the …
Comparative transcriptome profiling of healthy and diseased Chowghat Green Dwarf coconut palms from root (wilt) disease hot spots
Understanding the molecular basis of host-pathogen interactions is imperative for devising
disease management strategies. The root (wilt) disease is the foremost debilitating disease …
disease management strategies. The root (wilt) disease is the foremost debilitating disease …
Mango leaf disease identification and classification using a CNN architecture optimized by crossover-based levy flight distribution algorithm
M Prabu, BJ Chelliah - Neural Computing and Applications, 2022 - Springer
Mango leaf diseases have a negative impact on mango quality and yield. It is difficult to
make an accurate diagnosis of mango leaf disease diagnosis with the naked eye. A lot of …
make an accurate diagnosis of mango leaf disease diagnosis with the naked eye. A lot of …
Automated classification of banana leaf diseases using an optimized capsule network model
BF Oladejo, OO Ademola - CS & IT conference proceedings, 2020 - csitcp.net
Plant disease detection and classification have undergone successful researches using
Convolutional Neural Network (CNN); however, due to the intrinsic inability of max pooling …
Convolutional Neural Network (CNN); however, due to the intrinsic inability of max pooling …
[HTML][HTML] BananaLSD: A banana leaf images dataset for classification of banana leaf diseases using machine learning
Bananas, one of the most widely consumed fruits globally, are highly susceptible to various
leaf spot diseases, leading to significant economic losses in banana production. In this …
leaf spot diseases, leading to significant economic losses in banana production. In this …