Infrared Image Deblurring Based on Generative Adversarial Networks

Table 2

The layer structure and parameters of the discriminator.

Layer (type)	Output shape	Parameters
Conv2d-1	[−1, 64, 128, 128]	1,792
LeakyReLU-2	[−1, 64, 128, 128]	0
Conv2d-3	[−1, 128, 64, 64]	73,856
InstanceNorm2d-4	[−1, 128, 64, 64]	0
LeakyReLU-5	[−1, 128, 64, 64]	0
Conv2d-6	[−1, 256, 32, 32]	295,168
InstanceNorm2d-7	[−1, 256, 32, 32]	0
LeakyReLU-8	[−1, 256, 32, 32]	0
Conv2d-9	[−1, 512, 31, 31]	1,180,160
InstanceNorm2d-10	[−1, 512, 31, 31]	0
LeakyReLU-11	[−1, 512, 31, 31]	0
Conv2d-12	[−1, 1, 30, 30]	4,609