Multilayer Feature Extraction of AGCN on Surface Defect Detection of Steel Plates

Table 3

Average detection speed.

Model	Testing time in seconds	Number of frames per second
Faster R-CNN	0.0621	16.11
SegNet	0.0464	21.54
PSPNet	0.0427	23.42
YOLOv4	0.0340	29.39
DeepLab+	0.0386	25.92
RefineNet	0.0534	18.73
AGCN (ours)	0.0364	27.46