no code implementations • 24 Nov 2021 • Liang Wang, Reza Arablouei, Flavio A. P. Alvarenga, Greg J. Bishop-Hurley
We study the classification of animal behavior using accelerometry data through various recurrent neural network (RNN) models.
no code implementations • 24 Nov 2021 • Reza Arablouei, Liang Wang, Lachlan Currie, Jordan Yates, Flavio A. P. Alvarenga, Greg J. Bishop-Hurley
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 (AIoT) device installed in a wearable collar tag.
1 code implementation • 14 Oct 2021 • Chuong Nguyen, Dadong Wang, Karl Von Richter, Philip Valencia, Flavio A. P. Alvarenga, Gregory Bishop-Hurley
We demonstrate a working prototype for the monitoring of cow welfare by automatically analysing the animal behaviours.