Identification of changes in pig behavior or interaction such as playing, sniffing, chewing, lying, or aggression is important for taking the necessary action if needed. Manual identification of pig behavior by human observers is not possible because it requires  continuous monitoring. It is, therefore, essential to develop an automated method that quantifies pig behavior.