Update model.py
Browse files
model.py
CHANGED
@@ -5,6 +5,16 @@ import torch.nn as nn
|
|
5 |
import torchvision.models as models
|
6 |
from PIL import Image
|
7 |
from torchvision import transforms
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
8 |
|
9 |
# from vgg_weights import VGG19_Weights
|
10 |
|
@@ -70,8 +80,7 @@ def image_transform(image):
|
|
70 |
|
71 |
|
72 |
|
73 |
-
|
74 |
-
cnn = models.vgg19(pretrained=True).features.eval()
|
75 |
|
76 |
#Normalization
|
77 |
|
|
|
5 |
import torchvision.models as models
|
6 |
from PIL import Image
|
7 |
from torchvision import transforms
|
8 |
+
import time
|
9 |
+
import torch.nn.functional as F
|
10 |
+
import torch.optim as optim
|
11 |
+
import matplotlib.pyplot as plt
|
12 |
+
import torchvision.transforms as transforms
|
13 |
+
import copy
|
14 |
+
import torchvision.models as models
|
15 |
+
import torchvision.transforms.functional as TF
|
16 |
+
from PIL import Image
|
17 |
+
import numpy as np
|
18 |
|
19 |
# from vgg_weights import VGG19_Weights
|
20 |
|
|
|
80 |
|
81 |
|
82 |
|
83 |
+
|
|
|
84 |
|
85 |
#Normalization
|
86 |
|