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To deal with the problem of inadequate datasets, right here we built two instance segmentation noticeable light datasets of marine ships, MariBoats and MariBoatsSubclass, which could facilitate the existing research on instance segmentation of marine boats. Furthermore, we applied several present example segmentation algorithms according to neural systems to analyze our datasets, but their shows weren't satisfactory. To boost the segmentation overall performance for the existing models on our da