Vehicle Logo Recognition with Small Sample Problem in Complex Scene Based on Data Augmentation

Table 2

The best test results of all methods on YOLO.

	Rotate-on	Noise	Flipping	Brightness	Contrast	Cropping	Small frame	Slide-seg	Gaussian-dis
P	0.8539	0.8521	0.8492	0.8422	0.8641	0.8577	0.9139	0.8862	0.9151
R	0.6077	0.6096	0.6170	0.6395	0.6311	0.6433	0.6358	0.6489	0.6564
F	0.7101	0.7107	0.7147	0.7270	0.7294	0.7351	0.7499	0.7492	0.7644