System Design for a Prototype Acoustic Network to Deter Avian Pests in Agriculture Fields

System Design for a Prototype Acoustic Network to Deter Avian Pests in Agriculture Fields

Crop damage attributed to pest birds is an important problem, particularly in low-income countries. This paper describes a prototype system for pest bird detection using a Conv1D neural network model followed by scaring actions to reduce the presence of pest birds on farms. Acoustic recorders were d...

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Bibliographic Details
Main Authors: Destiny Kwabla Amenyedzi, Micheline Kazeneza, Ipyana Issah Mwaisekwa, Frederic Nzanywayingoma, Philibert Nsengiyumva, Peace Bamurigire, Emmanuel Ndashimye, Anthony Vodacek
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Agriculture
Subjects:
pest birds
Edge Impulse
feature selection
tinyML
Mel-Filterbank energy
Conv1D
Online Access:https://www.mdpi.com/2077-0472/15/1/10
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