基于神经网络注意力架构搜索的光学遥感图像场景分类
曹斌,郑恩让,沈钧戈
Neural Network Attention Architecture Search for Optical Remote Sensing Image Scene Classification
Bin CAO,Enrang ZHENG,Junge SHEN
表8
在AID数据集上总体精度
Table 8
Overall accuracy on AID data set
方法
50%训练集
比例OA/%
(搜索时间)训练时间
/Gpu-days
VGG-16(pretraining)
[
22
]
91.58
0.6
Resnet-50(pretraining)
[
23
]
91.98
0.9
GoogLeNet(pretraining)
[
24
]
89.69
0.7
DARTS
[
13
]
(Early stop)
93.20
(2.1)0.7
Our Method
94.04
(1.3)0.6