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Follow sequences pattern

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henryruhs
2025-03-10 18:50:54 +01:00
parent 54923abf7f
commit 7f16d0a10e
1 changed files with 4 additions and 6 deletions
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face_swapper/src/networks/masknet.py
+4 -6
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@@ -51,21 +51,19 @@ class MaskNet(nn.Module):
class BottleNeck(nn.Module):
def __init__(self, num_filters : int):
super().__init__()
self.layers = self.create_layers(num_filters)
self.sequences = nn.Sequential(*self.layers)
self.sequences = self.create_sequences(num_filters)
self.relu = nn.ReLU(inplace = True)
@staticmethod
def create_layers(num_filters : int) -> nn.ModuleList:
return nn.ModuleList(
[
def create_sequences(num_filters : int) -> nn.Sequential:
return nn.Sequential(
nn.Conv2d(num_filters, num_filters, kernel_size = 3, padding = 1, bias = False),
nn.BatchNorm2d(num_filters),
nn.ReLU(inplace = True),
nn.Conv2d(num_filters, num_filters, kernel_size = 3, padding = 1, bias = False),
nn.BatchNorm2d(num_filters),
nn.ReLU(inplace = True)
])
)
def forward(self, input_tensor : Tensor) -> Tensor:
output_tensor = self.sequences(input_tensor) + input_tensor