Research on Subway Pedestrian Detection Algorithm Based on Big Data Cleaning Technology

Table 1

Our dataset compare with public benchmark datasets.

	Caltech	KITTI	CityPersons	COCOPersons	Our datasets
Images	42,782	3,172	2,975	64,115	9,000
Persons	13,674	2,322	19,238	257,252	120,325
Person/image	0.32	0.63	6.47	4.01	13.36