Automatic body condition scoring for dairy cows based on efficient net and convex hull features of point clouds

Kaixuan Zhao, Meng Zhang,Weizheng Shen,Xiaohang Liu,Jiangtao Ji,Baisheng Dai,Ruihong Zhang

Computers and Electronics in Agriculture（2023）

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摘要

•Hindquarter of cow’s back in depth image was located.•3D structure feature map of point clouds was constructed.•Two-step EfficientNet model was built for BCS.•91.21% images were scored with the error less than 0.25.

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关键词

Body condition score,Convex hull feature,EfficientNet network,WOA,Two-level model

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