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View article: The group-housed pigs attacking and daily behaviors detection and tracking based on improved YOLOv5s and DeepSORT
The group-housed pigs attacking and daily behaviors detection and tracking based on improved YOLOv5s and DeepSORT Open
Automatic detection and tracking of pig behaviors through video surveillance remain challenges due to farm demanding conditions, e.g., illumination conditions and occlusion of one pig from another. The main goal of this study is to develop…
View article: Behavior Tracking and Analyses of Group-Housed Pigs Based on Improved ByteTrack
Behavior Tracking and Analyses of Group-Housed Pigs Based on Improved ByteTrack Open
Daily behavioral analysis of group-housed pigs provides critical insights into early warning systems for pig health issues and animal welfare in smart pig farming. In this study, our main objective was to develop an automated method for mo…
View article: Tracking and automatic behavioral analysis of group-housed pigs based on YOLOX+BoT-SORT-slim
Tracking and automatic behavioral analysis of group-housed pigs based on YOLOX+BoT-SORT-slim Open
Automatic analysis of pig behavior is crucial for assessing their health and welfare status in group-housed pig farms. Currently, computer vision technology has been widely applied to recognize and track pig behavior. However, these applic…