matikosowy commited on
Commit
dcc6440
·
1 Parent(s): e5d65ce

new model

Browse files
Files changed (4) hide show
  1. app.py +1 -2
  2. model.pth +1 -1
  3. model.py +1 -0
  4. utils.py +2 -2
app.py CHANGED
@@ -9,7 +9,7 @@ import kornia.color as color
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  device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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  model = Generator()
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- model_weights = torch.load('model.pth', map_location=device, weights_only=True)
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  model.load_state_dict(model_weights)
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  model = model.to(device)
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  model.eval()
@@ -28,7 +28,6 @@ def preprocess(image):
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  L = image[[0], ...]
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  L, _ = normalize_lab(L, 0)
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- print(L.shape)
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  return L.unsqueeze(0)
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  def crop_to_original_size(image, original_size):
 
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  device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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  model = Generator()
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+ model_weights = torch.load('gen6.pth', map_location=device, weights_only=True)
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  model.load_state_dict(model_weights)
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  model = model.to(device)
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  model.eval()
 
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  L = image[[0], ...]
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  L, _ = normalize_lab(L, 0)
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  return L.unsqueeze(0)
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  def crop_to_original_size(image, original_size):
model.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
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- oid sha256:893644c8e4b35d8dde82b867753c33e364c76d51b10fffeeb1ddf600220f13e4
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  size 217659569
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:f5b66fedbc088544c4d2dab70c531b5fc54e33745f25f68fc74d07ab5995fd61
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  size 217659569
model.py CHANGED
@@ -2,6 +2,7 @@ import torch.nn as nn
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  import torch
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  import torch.nn.functional as F
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  # Dropout layer that works even in the evaluation mode
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  class DropoutAlways(nn.Dropout2d):
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  def forward(self, x):
 
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  import torch
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  import torch.nn.functional as F
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+
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  # Dropout layer that works even in the evaluation mode
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  class DropoutAlways(nn.Dropout2d):
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  def forward(self, x):
utils.py CHANGED
@@ -23,8 +23,8 @@ def decide_size(image):
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  height = image.size[1]
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  width = image.size[0]
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- new_height = 2
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- new_width = 2
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  while new_height < height:
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  new_height *= 2
 
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  height = image.size[1]
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  width = image.size[0]
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+ new_height = 256
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+ new_width = 256
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  while new_height < height:
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  new_height *= 2