Real-time tracker of chicken for poultry based on attention mechanism-enhanced YOLO-Chicken algorithm

•A novel chicken monitoring system for poultry industry frees farmers.•Attention mechanism-enhanced YOLO-Chicken algorithm outperforms the others.•BoT-SORT tracking algorithm precisely monitors the track of the chickens.•A graphical interface is developed to visually display tracking status. The mod...

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Bibliographic Details

Published in:	Computers and electronics in agriculture Vol. 237; p. 110640
Main Authors:	Jiang, Daqi, Wang, Hong, Li, Tan, Gouda, Mohamed Amin, Zhou, Bin
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.10.2025
Subjects:	Attention mechanism Chicken tracking system Multi-object tracking algorithm Multi-scale feature YOLOv8 Multi-object tracking algorithm Attention mechanism YOLOv8 Chicken tracking system Multi-scale feature
ISSN:	0168-1699
Online Access:	Get full text
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