基于迁移学习及气象卫星云图的台风等级分类研究
郑宗生,胡晨雨,黄冬梅,邹国良,刘兆荣,宋巍

Research on Transfer Learning Methods for Classification of Typhoon Cloud Image
Zongsheng Zheng,Chenyu Hu,Dongmei Huang,Guoliang Zou,Zhaorong Liu,Wei Song
表5 自适应微调后的各模型性能
Table5 Performance of each model after fine-tuning
网络结构 最佳冻结层数 训练精度/% 测试精度/% 训练时间/s
VGG16 12 89.323 82.712 146s/epoch
InceptionV3 223 92.744 87.398 294s/epoch
ResNet50 110 95.081 91.134 182s/epoch