Table 4.

UNet++ parameters.

Dataset	Fabric A		Fabric B		Knitting Dataset		Nano Fiber Dataset
Epoch	100	50	100	50	80	40	100	50
Batch size	2	2	2	2	2	2	6	6
Learning rate	8 × 10−³	3.5 × 10−³	7 × 10−³	3.5 × 10−³	5 × 10−³	2.5 × 10−³	1.1 × 10−2	5.5 × 10−³
Weight decay	2 × 10−4		2 × 10−4		2 × 10−4		2 × 10−4