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Fix UPerNet decoder typo #945

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Merged
merged 2 commits into from
Oct 19, 2024
Merged

Fix UPerNet decoder typo #945

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2495180
fix typo
brianhou0208 Oct 13, 2024
bcdad84
fix style issues
brianhou0208 Oct 18, 2024
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10 changes: 4 additions & 6 deletions segmentation_models_pytorch/decoders/upernet/decoder.py
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Original file line number Diff line number Diff line change
Expand Up @@ -36,10 +36,10 @@ def __init__(
)

def forward(self, x):
_, _, height, weight = x.shape
_, _, height, width = x.shape
out = [x] + [
F.interpolate(
block(x), size=(height, weight), mode="bilinear", align_corners=False
block(x), size=(height, width), mode="bilinear", align_corners=False
)
for block in self.blocks
]
Expand All @@ -62,10 +62,8 @@ def __init__(self, skip_channels, pyramid_channels, use_bathcnorm=True):
)

def forward(self, x, skip):
_, channels, height, weight = skip.shape
x = F.interpolate(
x, size=(height, weight), mode="bilinear", align_corners=False
)
_, channels, height, width = skip.shape
x = F.interpolate(x, size=(height, width), mode="bilinear", align_corners=False)
if channels != 0:
skip = self.skip_conv(skip)
x = x + skip
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