From: Compression artifacts reduction by improved generative adversarial networks
Generative network G | |
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Input: x, size = 64 × 64 | |
[Conv 1] | Conv (3, 3, 64), stride = 2, padding = 1; LeakyReLU; |
[Conv 2] | Conv (4, 4, 128), stride = 2, padding = 1; BatchNorm; LeakyReLU; |
[Conv 3] | Conv (4, 4, 256), stride = 2, padding = 1; BatchNorm; LeakyReLU; |
[Conv 4] | Conv (4, 4, 512), stride = 2, padding = 1; BatchNorm; ReLU; |
[DeConv1] | DeConv (4, 4, 256), stride = 2, padding = 1; BatchNorm; ReLU; |
[DeConv2] | DeConv (4, 4, 128), stride = 2, padding = 1; BatchNorm; ReLU; |
[DeConv3] | DeConv (4, 4, 64), stride = 2, padding = 1; BatchNorm; ReLU; |
[DeConv4] | DeConv (4, 4, 3), stride = 2, padding = 1 |
Output: G(x), size = 64 × 64 |