Classification of Clothing Using Midlevel Layers

Table 3

Results of baseline system in previous work.

	Shirt	Dress	Socks
	Local features
Shirt	98.82	1.18	0.00
Dress	100.00	0.00	0.00
Socks	0.00	13.64	86.36
	Average TPR = 61.73%
	Global features
Shirt	57.65	2.35	40.00
Dress	60.00	0.00	40.00
Socks	36.36	18.18	45.45
	Average TPR = 34.37%
	Local and global features
Shirt	40.00	0.00	60.00
Dress	40.00	0.00	60.00
Socks	18.18	27.27	54.55
	Average TPR = 31.52%

TPR stands for true positive rate.