Search Results for author: Flavio A. P. Alvarenga

Found 3 papers, 1 papers with code

Animal behavior classification via deep learning on embedded systems

no code implementations24 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.

Classification TAG +3

Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks

no code implementations24 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.

Classification Time Series +2

Video-based cattle identification and action recognition

1 code implementation14 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.

Action Recognition

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