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P. Mahajan

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Review Open access Jul 2026

Recent advancements in underwater object detection with YOLOv8-YOLOv12: a structured review

Comparative analysis indicates that improvements in feature fusion, attention mechanisms, lightweight backbone design, and small-object detection strategies significantly enhance performance in degraded underwater conditions.

Akanksha Tiwari, Pradeep Kumar Singh, P. Mahajan · 0 citations

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