双端输入型嵌套融合多尺度信息的织物瑕疵检测

曲皓, 狄岚, 梁久祯, 刘昊

Double⁃ended input type nested fusion of multi⁃scale information for fabric defect detection

Hao Qu, Lan Di, Jiuzhen Liang, Hao Liu

表 8 ZJU?Group 4上不同参数损失函数的消融实验

Table 8 Ablation study for different Loss Functions parameterson ZJU?Group 4

$σ$	$λ$	$\bar{f}$	TPR	FPR	PPV	NPV	MAE
0.1	0.05	71.13%	76.10%	2.69%	66.77%	98.45%	0.012
	0.1	74.50%	77.29%	2.16%	71.90%	98.39%	0.010
	0.15	73.86%	77.58%	2.28%	70.48%	98.42%	0.15
	0.2	73.80%	77.92%	2.42%	70.09%	98.46%	0.013
0.2	0.05	74.26%	78.83%	2.48%	70.18%	98.55%	0.015
	0.1	74.86%	78.16%	2.22%	71.84%	98.45%	0.014
	0.15	74.19%	77.46%	2.27%	71.18%	98.37%	0.012
	0.2	73.92%	79.28%	2.59%	69.24%	98.56%	0.013
0.3	0.05	73.10%	74.63%	2.03%	71.63%	98.32%	0.015
	0.1	73.73%	78.60%	2.62%	69.42%	98.60%	0.012
	0.15	73.73%	76.08%	2.11%	71.53%	98.30%	0.011
	0.2	73.74%	74.54%	2.01%	72.96%	98.25%	0.016