Analysis on the Impact of Data Augmentation on Target Recognition for UAV-Based Transmission Line Inspection

Table 2

Test results on Gaussian blur.

	Test set
	Ori	K1	K2	K3	All
Training set
Ori	0.9014	0.8924	0.7923	0.6038	0.8013
Ori + K1	0.9021	0.9004	0.8129	0.6307	0.8108
Ori + K2	0.9030	0.8999	0.8971	0.8100	0.8889
Ori + K3	0.9010	0.9006	0.8921	0.8922	0.8978
Ori + K1 + K2	0.9021	0.9012	0.8963	0.8136	0.8942
Ori + K1 + K3	0.9001	0.8994	0.8956	0.8798	0.8970
Ori + K2 + K3	0.9035	0.8995	0.8999	0.8821	0.8981
All	0.9033	0.9016	0.8975	0.8739	0.8985