Search Results for author: Flavio A. P. Alvarenga

Found 3 papers, 1 papers with code

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

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

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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