Video-based cattle identification and action recognition

We demonstrate a working prototype for the monitoring of cow welfare by automatically analysing the animal behaviours. Deep learning models have been developed and tested with videos acquired in a farm, and a precision of 81.2% has been achieved for cow identification. An accuracy of 84.4% has been achieved for the detection of drinking events, and 94.4% for the detection of grazing events. Experi...