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Table 3 Error rate of different network structures

From: Application research of image recognition technology based on CNN in image location of environmental monitoring UAV

Network structure

Test set error rate (%)

ELU

6.75

MIN

8.81

Maxout

9.21

Fractional Max-Pooling(single pass)

4.51

Res Net-110

6.32

Res Net-1082

4.31