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Michael Rey
commited on
Commit
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eb6a8a0
1
Parent(s):
4d6d4c8
resolving path cannot be found problem
Browse files- src/resnet_model.py +17 -0
src/resnet_model.py
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import torch.nn as nn
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from torchvision import models
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# Custom ResNet model for monkey classification
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class MonkeyResNet(nn.Module):
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def __init__(self, num_classes):
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super(MonkeyResNet, self).__init__()
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# Load pretrained ResNet18 model from torchvision
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self.model = models.resnet18(pretrained=True) # pretrained weights from ImageNet
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# Replace the final fully connected layer to match number of classes
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in_features = self.model.fc.in_features
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self.model.fc = nn.Linear(in_features, num_classes)
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def forward(self, x):
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return self.model(x) # run input through the model
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