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import torch | |
import torchvision | |
from torch import nn | |
# Function for ResNet18. | |
def create_resnet(): | |
weights = torchvision.models.ResNet18_Weights.DEFAULT | |
transforms = weights.transforms() | |
model = torchvision.models.resnet18(weights = weights) | |
for param in model.parameters(): | |
param.requires_grad = False | |
model.fc = nn.Linear(in_features=512, out_features=1, bias=True) | |
return model | |