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

Table 5

The combination of the structural loss function SSIM and the L1 loss function.

Item	SSIM	L1	SE-ResNet	SE-ResNet-50	SE-ResNet-101	Base
RCNN-DC	5.48	5.23	2.92	4.17	4.73	2.42
MSE	1.44	4.54	1.62	5.13	4.64	3.49
CBAM	4.39	3.91	2.32	2.41	3.18	1.44
Fusion	4.96	3.53	4.31	4.82	4.84	4.46
Straw	5.24	6.2	2.19	4.89	5.26	1.12
Multiply	4.71	1.19	3.63	1.6	1.92	2.49