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

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.

本数据集包含我们2020年处于审稿阶段的论文"结合开放数据集的自动挤奶机器人周边奶牛行为深度学习图像识别"（作者：Leonardo Santiago Benitez Pereira、Olli Koskela、Ilpo Pölönen、Ilmo Aronen与Iivari Kunttu）的补充文件。本研究采集了为期两个月的自动挤奶站（Automatic Milking Station, AMS）前方奶牛的连续视频数据。每一段视频的每一帧都会被标注为单幅图像，并归属至下文所述的某一类别。本数据集包含253份视频数据文件，总计1526473帧已标注图像。原论文中使用的数据集包含280段视频，但出于隐私保护需求，本数据集移除了27段包含人物的视频文件，不过保留了这些视频对应的JavaScript对象表示法（JSON）标注文件，以供时序分析等研究使用。