Abstract In modern cattle farm management systems. video-based monitoring has become important in analyzing the high-level behavior of cattle for monitoring their health and predicting calving for providing timely assistance. Conventionally. sensors have been used for detecting and tracking their activities. https://www.opheliasmuse.com/