Comparison of original YOLOv5s and improved YOLOv5s.

<p>Comparison of original YOLOv5s and improved YOLOv5s.</p>

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Bibliographic Details
Main Author:	Tianyu Cheng (5075000) (author)
Other Authors:	Fujie Sun (22537638) (author), Liang Mao (200719) (author), Haoxuan Ou (22537641) (author), Shuqin Tu (22537644) (author), Fang Yuan (96264) (author), Hairan Yang (22537647) (author)
Published:	2025
Subjects:	Ecology Sociology Science Policy Space Science Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Information Systems not elsewhere classified experimental results show farm demanding conditions false detection due accuracy improvement compared housed pigs attacking improved yolov5s adopts daily behaviors detection deepsort </ p improved deepsort model improved yolov5s pig detection missed detection high accuracy density conditions yolov5s model test videos special dataset pig behaviors one pig main goal experiments demonstrate different lighting comparison test behavior recognition attention mechanism 3 %,
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