Vehicle Type Recognition Algorithm Based on Improved Network in Network

Table 2

Comparison of experimental results on the Stanford Cars dataset.

Network name	1		2		3		4		5
	Accuracy rate (%)	Iterations	Accuracy rate (%)	Iterations	Accuracy rate (%)	Iterations	Accuracy rate (%)	Iterations	Accuracy rate (%)	Iterations
NIN	80.2	5066	88.3	5628	90.4	5822	91.6	5923	91.2	6022
VGG19	83.1	5732	89.1	5913	91.5	6134	92.4	6417	92.7	6982
GoogLeNet	85.1	5522	90.3	5817	92.6	6025	93.0	6120	94.3	6216
New NIN	84.2	4909	90.5	5423	95.5	5781	96.2	5883	97.2	5989