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Enhanced YOLO11 for lightweight and accurate drone-based maritime search and rescue object detection

Fig 3

Performance comparison between the proposed method and YOLO-based state-of-the-art methods on the SeaDronesSee dataset under varying model complexities.

(a) mAP curves for different parameter scales; (b) mAP curves for different computational complexities.

Fig 3

doi: https://doi.org/10.1371/journal.pone.0321920.g003