Casting Defect Detection and Classification of Convolutional Neural Network Based on Recursive Attention Model

Table 6

Dependence of the RCNN-DC network on data.

Item	RCNN-DC	MSE	CBAM	Fusion	Straw	Multiply
ShuffleNet	3.57	1.24	4.79	2.74	3.29	5.24
Mix-fusion	3.9	2.28	4.42	4.49	4.36	4.5
ShuffleNetV2	5.42	1.42	5.19	1.53	2.86	2.99
Fusion	6.31	3.57	1.66	2.61	6.62	1.7
Straw	6.43	4.81	5.22	3.92	4.92	5.77
Multiply	4.63	2.07	4.35	3.77	2.22	1.77