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iVision-MRSSD: Multi-Resolution Satellite based SAR Ship Detection Dataset

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DataONE2023-08-25 更新2024-06-08 收录
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This is a comprehensive labeled satellite based SAR ship detection dataset aimed for usage with state of the art deep learning based object detectors. The dataset contains 11,590 images along with the same number of label files. This is a diverse dataset containing images from six different space borne sensors and includes a wide variety of in-shore and off-shore scenes under different conditions. The dataset can be used to train, test and optimize object detection models to achieve high ship detection performance for any SAR sensor and under varying conditions. Related Data Article is available at: https://authors.elsevier.com/sd/article/S2352340923006054

本数据集为一款基于卫星的标注型合成孔径雷达(SAR)船舶检测数据集,专为适配当前顶尖的基于深度学习的目标检测器而设计。该数据集共包含11590幅图像与等量的标注文件。本数据集具有丰富多样性,图像源自6种不同星载传感器,涵盖不同环境下的近岸与远海各类场景。该数据集可用于训练、测试与优化目标检测模型,以在任意SAR传感器及多变环境下实现高性能船舶检测。相关数据论文可访问:https://authors.elsevier.com/sd/article/S2352340923006054
创建时间:
2023-11-08
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