Manoj779944 commited on
Commit
0437a68
·
verified ·
1 Parent(s): 35cca55

Delete model.py

Browse files
Files changed (1) hide show
  1. model.py +0 -22
model.py DELETED
@@ -1,22 +0,0 @@
1
- import torch
2
- import torchvision
3
-
4
- from torch import nn
5
-
6
-
7
- def create_effnetb2_model(num_classes:int=3,
8
- seed:int=42):
9
- weights = torchvision.models.EfficientNet_B2_Weights.DEFAULT
10
- transforms = weights.transforms()
11
- model = torchvision.models.efficientnet_b2(weights=weights)
12
-
13
- for param in model.parameters():
14
- param.requires_grad = False
15
-
16
- torch.manual_seed(seed)
17
- model.classifier = nn.Sequential(
18
- nn.Dropout(p=0.3, inplace=True),
19
- nn.Linear(in_features=1408, out_features=num_classes),
20
- )
21
-
22
- return model, transforms