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Melan-YOLO: a dual-strategy framework with custom architectures for accurate and efficient underwater object detection

Abstract Effective autonomous monitoring of marine litter is vital to reduce marine pollution and protect marine ecosystems. However, current underwater detection systems face significant challenges, primarily due to poor image quality caused by light scattering in turbid waters and the limited comp...

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Autori principali: Andaç Fındıkçı, Mustafa Yasin Erten, Hüseyin Aydilek
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Portfolio 2026-05-01
Serie:Scientific Reports
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Accesso online:https://doi.org/10.1038/s41598-026-55023-9
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