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.
Show moreYear of publication
2020
Type of data
Authors
Federal Institute of Santa Catarina
Leonardo Santiago Benitez Pereira - Creator
Häme University of Applied Sciences - Publisher
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