Data set of labeled scenes in a barn in front of automatic milking system

Description

This data set includes supplementary files to our article "Deep learning image recognition of cow behavior near an automatic milking robot with an open data set" (Leonardo Santiago Benitez Pereira, Olli Koskela, Ilpo Pölönen, Ilmo Aronen and Iivari Kunttu, in review, 2020). We acquired continuous video data over two-month period of cows in front of Automatic Milking Station (AMS). Each frame of the video is labeled as a single image belonging to one of classes described below. This data set includes 253 files of video data having in total 1526473 labeled frames. The data set used in the article consisted of 280 videos, but for privacy reasons, 27 video files including persons were removed from this data set, but their Java Script Object Notation (JSON) label files are left for, e.g., temporal analyses.
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Year of publication

2020

Type of data

Authors

Federal Institute of Santa Catarina

Leonardo Santiago Benitez Pereira - Creator

HAMK Bio

Ilpo Pölönen - Creator

HAMK Smart

Iivari Kunttu - Creator

Olli Koskela - Creator

Project

Other information

Fields of science

Animal science, dairy science

Language

Open access

Open

License

Creative Commons Attribution 4.0 International (CC BY 4.0)

Keywords

Cow, barn

Subject headings

Temporal coverage

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