Table 6 Comparison of time complexity and space complexity between ResNet50 and DFENet on CLTP-DD.

From: Dual-branch information extraction and local attention anchor-free network for defect detection

Backbone

Params (M)

GFLOPs

mAP (%)

APs (%)

APm (%)

APl (%)

FPS

ResNet50

32.13

125.95

93.80

21.8

24.4

40.6

22

DFENet

39.43

166.00

96.50

32.0

44.4

42.0

21

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