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BiAF: research on dynamic goat herd detection and tracking based on machine vision

Abstract As technology advances, rangeland management is rapidly transitioning toward intelligent systems. To optimize grassland resources and implement scientific grazing practices, livestock grazing monitoring has become a pivotal area of research. Traditional methods, such as manual tracking and...

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Principais autores: Yun Hou, Mingjuan Han, Wei Fan, Xinyu Jia, Zhuo Gong, Ding Han
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-02-01
Serier:Scientific Reports
Fag:
Target detection
Deep learning
Goat herd tracking
DeepSORT
YOLOv7
Animal welfare.
Online adgang:https://doi.org/10.1038/s41598-025-89231-6
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