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4 深度模型迁移整体网络结构和参数的分类性能
Table4 Classification performance of deep models when transfer all the network structures and parameters
网络结构 训练精度/% 测试精度/% 训练时间/s
VGG16 83.131 81.092 137s/epoch
InceptionV3 87.772 84.726 253s/epoch
ResNet50 92.649 88.611 176s/epoch