Real-Time Dolphin Whistle Detection on Raspberry Pi Zero 2 W with a TFLite Convolutional Neural Network

Real-Time Dolphin Whistle Detection on Raspberry Pi Zero 2 W with a TFLite Convolutional Neural Network

The escalating conflict between cetaceans and fisheries underscores the need for efficient mitigation strategies that balance conservation priorities with economic viability. This study presents a TinyML-driven approach deploying an optimized Convolutional Neural Network (CNN) on a Raspberry Pi Zero...

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Bibliographic Details
Main Authors: Rocco De Marco, Francesco Di Nardo, Alessandro Rongoni, Laura Screpanti, David Scaradozzi
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Robotics
Subjects:
TinyML
dolphin whistle detection
convolutional neural network (CNN)
TensorFlow Lite
Raspberry Pi
Online Access:https://www.mdpi.com/2218-6581/14/5/67
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