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

Kuvaus

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.
Näytä enemmän

Julkaisuvuosi

2020

Aineiston tyyppi

Tekijät

Federal Institute of Santa Catarina

Leonardo Santiago Benitez Pereira - Tekijä

HAMK Bio

Ilpo Pölönen - Tekijä

HAMK Smart

Iivari Kunttu - Tekijä

Olli Koskela - Tekijä

Projekti

Muut tiedot

Tieteenalat

Kotieläintiede, maitotaloustiede

Kieli

Saatavuus

Avoin

Lisenssi

Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)

Avainsanat

cow, barn

Asiasanat

Ajallinen kattavuus

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Liittyvät aineistot