A reliable and low-cost deep learning model integrating convolutional neural network and transformer structure for fine-grained classification of chicken Eimeria species

A reliable and low-cost deep learning model integrating convolutional neural network and transformer structure for fine-grained classification of chicken Eimeria species

ABSTRACT: Chicken coccidiosis is a disease caused by Eimeria spp. and costs the broiler industry more than 14 billion dollars per year globally. Different chicken Eimeria species vary significantly in pathogenicity and virulence, so the classification of different chicken Eimeria species is of great...

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Bibliographic Details
Main Authors: Pengguang He, Zhonghao Chen, Yefan He, Jintian Chen, Khawar Hayat, Jinming Pan, Hongjian Lin
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:Poultry Science
Subjects:
chicken Eimeria classification
deep learning
convolutional and transformer structure
complementary effect
Online Access:http://www.sciencedirect.com/science/article/pii/S0032579122007532

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