Japanese Black Beef Cow Behavior Classification Dataset

Licensed under: Attribution-NonCommercial-NoDerivatives 4.0 International https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode This data set contains tri-axial accelerometer sensor data with thirteen different labeled cow behaviors. This data was gathered with a 16bit +/- 2g Kionix KX122-1037 accelerometer attached to the neck of six different Japanese Black Beef Cows at a cow farm of Shinshu University in Nagano, Japan.<br> <br> The data gathering took place over the course of two days in which the cows were allowed to roam freely in two different areas, namely, a grass field and farm pens, while being filmed with Sony FDR-X3000 4K video cameras. The timestamps of the video and accelerometer data were matched while human observers which included behavior experts and non-experts labeled the data from the video footage. 197 minutes of data comprising thirteen different behaviors were labeled. Accelerometer sampling rate was set to 25Hz.<br> The data is split into six .csv files which represents each of the 6 cows above. The columns of these files are defined as follows:<br> | AccX [g] | AccY [g] | AccZ [g] | label [-] |<br> |---------------------|---------------------|---------------------|------------------|<br> | X-axis acceleration | Y-axis acceleration | Z-axis acceleration | labeled behavior | <br> The gathering of this data with these cows was reviewed and approved by the Institutional Animal Careand Use Committee of Shinshu University.