Measurement of Body Surface Area for Psoriasis Using U-net Models

Table 1

Architectural details of the U-net.

# of layer	Layers in encoding path	Filter size	Output shape
Contraction path
	Input
	Conv-1
	Conv-2
	Maxpool-1
	Conv-3
	Conv-4
	Maxpool-2
	Conv-5
	Conv-6
	Maxpool-3
	Conv-7
	Conv-8
	Maxpool-4
Expansion path
	Conv-9
	Conv-10
	Upsampling-1
	Conv-11
	Cat-1
	Conv-12
	Conv-13
	Upsampling-2
	Conv-14
	Cat-2
	Conv-15
	Conv-16
	Upsampling-3
	Conv-17
	Cat-3
	Conv-18
	Conv-19
	Upsampling-4
	Conv-20
	Cat-4
	Conv-21
	Conv-22
	Conv-23
	Output

Conv = convolution; Maxpool = max-pooling; Upsampling = upsampling; Cat = concatenation.