CowScreeningDB: A public benchmark database for lameness detection in dairy cows

Shahid Ismail,Moises Diaz,Cristina Carmona-Duarte,Jose Manuel Vilar,Miguel A. Ferrer

Computers and Electronics in Agriculture（2024）

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摘要

•CowScreeningDB is a vet-assigned public dataset for healthy and lame cows.•One can assess cow behavior via multi-sensor signals representing various modalities.•CowScreeningDB has an average 6.7 h/cow for continuous evaluation.•Shared sampling/classification system info for reuse by researchers/domain experts.•Offers objective comparison with standard measures for diverse techniques.

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关键词

Cow,Lameness,Machine learning,Public database,Dairy,Support vector machine

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