Table 3 Comparative results of clothing category classification and attribute prediction.

From: Convolutional neural network application for supply–demand matching in Zhuang ethnic clothing image classification

Method

Classification

Shape

top-3

top-5

top-3

top-5

WTBI

43.7

66.3

23.4

31.3

DARN

59.5

79.6

35.9

46.9

Fashion Net

82.6

90.2

39.4

48.6

The proposed method

91.2

95.6

59.4

68.4