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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Veröffentlicht in:	Computers and electronics in agriculture Jg. 237; S. 110640
Hauptverfasser:	Jiang, Daqi, Wang, Hong, Li, Tan, Gouda, Mohamed Amin, Zhou, Bin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.10.2025
Schlagworte:	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-Zugang:	Volltext
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