3 papers
cs.LG2021
Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks
Liang Wang, Reza Arablouei, Flavio A. P. Alvarenga +1
We study the classification of animal behavior using accelerometry data through various recurrent neural network (RNN) models. We evaluate the classification performance and comple…
cs.LG2021
Animal behavior classification via deep learning on embedded systems
Reza Arablouei, Liang Wang, Lachlan Currie +3
We develop an end-to-end deep-neural-network-based algorithm for classifying animal behavior using accelerometry data on the embedded system of an artificial intelligence of things…
cs.CV2021
Video-based cattle identification and action recognition
Chuong Nguyen, Dadong Wang, Karl Von Richter +3
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 vide…