aayanb09 commited on
Commit
801be37
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verified ·
1 Parent(s): 6760ebc

Delete model.py

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  1. model.py +0 -28
model.py DELETED
@@ -1,28 +0,0 @@
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- import torch.nn as nn
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- from torchvision import models
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-
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- class FoodIngredientClassifier(nn.Module):
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- def __init__(self, num_classes):
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- super().__init__()
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-
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- self.backbone = models.vit_b_16(
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- weights=models.ViT_B_16_Weights.DEFAULT
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- )
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-
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- num_features = self.backbone.heads.head.in_features
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-
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- self.backbone.heads = nn.Sequential(
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- nn.Dropout(0.5),
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- nn.Linear(num_features, 1024),
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- nn.BatchNorm1d(1024),
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- nn.ReLU(),
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- nn.Dropout(0.4),
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- nn.Linear(1024, 512),
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- nn.BatchNorm1d(512),
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- nn.ReLU(),
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- nn.Dropout(0.3),
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- nn.Linear(512, num_classes)
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- )
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-
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- def forward(self, x):
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- return self.backbone(x)