Table 3 Performance comparison of models using C3 and C3-DSConv.

From: An improved YOLOv5n algorithm for detecting surface defects in industrial components

Method

AP%

mAP@50 (%)

Params (M)

CR

IN

PA

PS

RS

SC

C3

35.8

85.8

80.8

85.5

51.6

86.4

71

1.76

C3-DSConv

36.8

86.9

81

86.2

53.2

88.4

72.1

2.01

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