Adaptive lightweight mask R-CNN model for underwater debris instance segmentation and classification towards sustainable marine waste management

Abstract The rapid accumulation of marine debris poses a substantial threat to ocean ecosystems, specifically the degradation of plastics, composite materials, and metals. Effective detection and classification of debris by material type are essential during the waste management and material recycli...

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Principais autores:	N. Deluxni, Pradeep Sudhakaran, Roobaea Alroobaea, Jasem Almotiri, Amr Yousef
Formato:	Artigo
Idioma:	Inglês
Publicado:	Nature Portfolio 2026-03-01
Series:	Scientific Reports
Assuntos:	Debris detection Instance segmentation Mask R-CNN Hybrid lightweight model Marine sustainability
Acceso en liña:	https://doi.org/10.1038/s41598-026-44542-0
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