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Work version of ZIND dataset #53

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Work version of ZIND dataset #53

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3ebce29
Bugfixed use of zind dataset
fix2015 Jan 18, 2025
8c8cde5
Merge pull request #1 from fix2015/zind-dataset
fix2015 Jan 29, 2025
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4 changes: 2 additions & 2 deletions model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,7 @@
is_new_version = LooseVersion(torchvision.__version__) >= LooseVersion("0.13.0")

if is_new_version:
from torchvision.models import ResNet50_Weights, DenseNet121_Weights
from torchvision.models import ResNet34_Weights, DenseNet121_Weights
else:
pass

Expand Down Expand Up @@ -65,7 +65,7 @@ def __init__(self, backbone='resnet50', pretrained=True, weights=None):
if is_old_version:
self.encoder = getattr(models, backbone)(pretrained=pretrained)
elif is_new_version:
self.encoder = getattr(models, backbone)(weights=ResNet50_Weights.IMAGENET1K_V1)
self.encoder = getattr(models, backbone)(weights=ResNet34_Weights.IMAGENET1K_V1)
del self.encoder.fc, self.encoder.avgpool

def forward(self, x):
Expand Down