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M. F. Nanne

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Conference Open access 2026

Real-Time Marine Oil Spill Detection Using YOLO-Based Object Detectors

Detecting oil spills at sea is a difficult vision problem. Slicks typically have soft edges, scatter into irregular patches, and resemble several harmless features of the sea surface. This paper presents a controlled benchmark of six YOLO-based object detectors applied to this task, namely YOLOv8n, YOLOv8s, YOLO11n, YO...

Mohamed Mahmoud Ain Dhib, M. Lachgar, Mohamedou Cheikh Tourad et al. · 0 citations

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