YOLOv8A-SD: A Segmentation-Detection Algorithm for Overlooking Scenes in Pig Farms

A refined YOLOv8A-SD model is introduced to address pig detection challenges in aerial surveillance of pig farms. The model incorporates the ADown attention mechanism and a dual-task strategy combining detection and segmentation tasks. Testing was conducted using top-view footage from a large-scale...

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Bibliographic Details
Main Authors: Yiran Liao, Yipeng Qiu, Bo Liu, Yibin Qin, Yuchao Wang, Zhijun Wu, Lijia Xu, Ao Feng
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Animals
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Online Access:https://www.mdpi.com/2076-2615/15/7/1000
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