基于改进Swin Transformer的舰船目标实例分割算法

钱坤, 李晨瑄, 陈美杉, 郭继伟, 潘磊

Ship target instance segmentation algorithm based on improved Swin Transformer

Kun QIAN, Chenxuan LI, Meishan CHEN, Jiwei GUO, Lei PAN

表6 不同规模训练集训练效果对照实验结果

Table 6 Comparative experimental results of training effects of different scale training sets %

算法 训练集大小 mAP 基线算法 60 61.8 80 68.1 100 73.9 消融实验3 60 63.0 80 69.0 100 74.6