A deep contrastive learning-based image retrieval system for automatic detection of infectious cattle diseases

A deep contrastive learning-based image retrieval system for automatic detection of infectious cattle diseases

Abstract Anaplasmosis, which is caused by Anaplasma spp. and transmitted by tick bites, is one of the most serious livestock animal diseases worldwide, causing significant economic losses as well as public health issues. Anaplasma marginale, a gram-negative intracellular obligate bacterium, can caus...

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Main Authors: Veerayuth Kittichai, Morakot Kaewthamasorn, Apinya Arnuphaprasert, Rangsan Jomtarak, Kaung Myat Naing, Teerawat Tongloy, Santhad Chuwongin, Siridech Boonsang
Format: Article
Language:English
Published: SpringerOpen 2025-01-01
Series:Journal of Big Data
Subjects:
Anaplasmosis
Automatic tools
Deep neural network
Deep contrastive learning
Triplet margin loss
An image retrieval procedure
Online Access:https://doi.org/10.1186/s40537-024-01057-7
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https://doi.org/10.1186/s40537-024-01057-7

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