Classification of rice diseases using convolutional neural network models

R Yakkundimath, G Saunshi, B Anami… - Journal of The Institution …, 2022 - Springer
Automatic diagnosis and control of rice plant disease are highly desired by agricultural
experts. Many machine learning approaches have been proposed in automating rice …

Application of information and electronic technology for best practice management in livestock production system

A Haldar, SN Mandal, S Deb, R Roy… - … , Livestock Production and …, 2022 - Springer
The demand of food, either plant or animal origin, is rising with the increase of human
population. Due to limitation of land, water, and other natural resources, farming by manual …

Biometric identification of Black Bengal goat: unique iris pattern matching system vs deep learning approach

M Laishram, SN Mandal, A Haldar, S Das… - Animal …, 2022 - pmc.ncbi.nlm.nih.gov
Objective Iris pattern recognition system is well developed and practiced in human,
however, there is a scarcity of information on application of iris recognition system in animals …

PigB: Intelligent pig breeds classification using supervised machine learning algorithms

P Ghosh, SN Mandal - International Journal of Artificial …, 2022 - inderscienceonline.com
Different supervised machine learning algorithms' performance varies when applied to
different datasets. Moreover, using a generalised supervised algorithm may not be able to …

Dog breed classification using convolution neural network

AK Jakhar, M Singh, AK Shukla - International Journal of …, 2021 - inderscienceonline.com
At present, there are numerous applications of machine learning that have been identified.
The identification and recognition of the object is very popular and significant among them …

Classification of animals using MobileNet with SVM classifier

M Sowmya, M Balasubramanian, K Vaidehi - Computational Methods and …, 2022 - Springer
This paper proposes classification of different animal images comprising dog, cat, elephant,
panda, and monkey. The most significant task in computer vision and deep learning is …

[PDF][PDF] Principal component analysis in pig breeds identification

S Dan, SN Mandal, P Ghosh, S Mustafi… - Indian Journal of …, 2023 - academia.edu
Maintaining the purity of pig breeds is an essential task for their economic value. The
traditional breed identification methods through coat colour are prone to error due to huge …

A Comprehensive Study on the Role of Artificial Intelligence in Animal Husbandry

KUSD Reddy, A Shaik, A Balasundaram… - … and Control for …, 2023 - ieeexplore.ieee.org
Distinguishing the breeds of animals is one of the major examination areas in animal
welfare. Recognition of animal breeds demands numerous determining elements which are …

Performance and Accuracy Analysis of the ResNet50 Transfer Learning Model for Melanoma Cancer Classification

AF Diansyah, E Utami… - 2023 6th International …, 2023 - ieeexplore.ieee.org
An important component in the treatment of severe skin diseases is the early diagnosis of
melanoma cancer. To assess the effectiveness and accuracy of the model, this paper …

CNN-based individual Ghungroo breed identification using face-based image

K Mukherjee, S Dan, K Roy, S Roy, S Mustafi… - Electronic Systems and …, 2020 - Springer
Abstract Convolutional Neural Network (CNN) is widely used as a strong framework for
object classification. This framework is suitable for classification of group of objects which …