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Deep learning for automated coral reef monitoring a novel system based on YOLOv8 detection and DeepSORT tracking

Coral reefs are vital for biodiversity, coastal protection, food security, and tourism, yet they face severe threats from anthropogenic activities and climate change, which are leading to their decline. Effective coral reef monitoring is essential for ecological understanding and conservation, but t...

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Principais autores: Younes Ouassine, Noël Conruyt, Mohsen Kayal, Philippe A. Martin, Lionel Bigot, Vignes Lebbe Regine, Hajar Moussanif, Jihad Zahir
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2025-11-01
Serier:Ecological Informatics
Fag:
Coral reefs ecosystems
Deep learning
Methodology
YOLOv8
DeepSORT
Online adgang:http://www.sciencedirect.com/science/article/pii/S1574954125001797
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