An extensive investigation of convolutional neural network designs for the diagnosis of lumpy skin disease in dairy cows

DK Saha - Heliyon, 2024 - cell.com
Cow diseases are a major source of concern for people. Some diseases in animals that are
discovered in their early stages can be treated while they are still treatable. If lumpy skin …

Development of a model for the prediction of lumpy skin diseases using machine learning techniques

OM Olaniyan, OJ Adetunji, AM Fasanya - ABUAD Journal of Engineering …, 2023 - ajol.info
Lumpy skin diseases virus (LSDV) is a dangerous and contagious diseases that are mostly
common in Sub-Saharan African, South Eastern Europe, South Asia and as well as Middle …

The strategic utilization of machine learning insights to optimize the management of skin health in cattle

G Mallikarjun, VA Narayana - Multimedia Tools and Applications, 2025 - Springer
Abstract Lumpy Skin Disease (LSD) presents a global threat to cattle populations, with over
110,000 cattle deaths reported in India alone. Lumpy skin disease presents a significant …

Dairy DigiD~ A Deep Learning-Based, Non-Invasive Biometric Identification System for Dairy Cattle Using Detectron2

S Mahato, H Bi, S Neethirajan - bioRxiv, 2024 - biorxiv.org
Digital livestock farming demands accurate and reliable individual animal identification for
optimizing health monitoring, resource allocation, and overall herd productivity …

Stacking Ensemble of Capsule Network and Multi-Hidden Layer Extreme Learning Machine for Enhanced Lumpy Skin Disease Diagnosis

G Mallikarjun, VA Narayana - Informatica, 2024 - informatica.si
Abstract production and raise chances of calf mortality. This has raised the alarm on disease
detection, in livestock. A novel model has been developed on the problem of skin disease …

Optimizing Hyperparameters for an Adapted Capsule Network in Lumpy Skin Disease Diagnosis

G Mallikarjun, VA Narayana - 2024 10th International …, 2024 - ieeexplore.ieee.org
Lumpy Skin Disease (LSD) presents a global threat to cattle populations, with over 110,000
cattle deaths reported in India alone. The pressing need for precise diagnostic tools by …

Lumpy Skin Disease Detection Using Deep Learning

T Velugoti, SB Dasari… - 2024 IEEE Students …, 2024 - ieeexplore.ieee.org
A viral infection, Lumpy skin disease that mainly impacts cows, represents a substantial risk
to both animal well-being and the agricultural industry. A virus belonging to the proxviridae …

Cattle Disease Detection using VGG16 CNN Architecture

S Shinde, A Himpalnerkar… - 2024 15th …, 2024 - ieeexplore.ieee.org
Cattle diseases pose major challenges to global agriculture, affecting productivity and
animal welfare. To meet these challenges, efficient and accurate disease detection systems …

Automation of cattle livestock

C Rangaswamy, K Monisha, HS Ra**i… - 2024 International …, 2024 - ieeexplore.ieee.org
An innovative paper called Automation of Cattle Livestock aims to revolutionize the
management and care of cattle. The health of cattle and the livelihoods of dependent people …

Optimizing Hyperparameter Values for Multi-Hidden Layer Extreme Learning Machine in Diagnosing Lumpy Skin Disease

G Mallikatrjun, VA Narayana - 2024 International Conference …, 2024 - ieeexplore.ieee.org
Industry as illustrated by the 2020 India outbreak which aftermath saw more than ninety-
seven thousand animal mortalities. The co** strategies assessed in this study are the …