Isaacgonzales commited on
Commit
8e12dfe
1 Parent(s): 5a7c59c

update model

Browse files
Files changed (1) hide show
  1. model.py +5 -4
model.py CHANGED
@@ -19,16 +19,17 @@ model.float()
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  SHAPE_X = 384
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  SHAPE_Y = 384
 
 
 
 
 
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  def prediction(image_path):
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  t_start = process_time()
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  image = cv2.imread(image_path)
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  image_original = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
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- preprocessing_fn = smp.encoders.get_preprocessing_fn('resnet50')
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- transform = albu.Compose([
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- albu.Lambda(image=preprocessing_fn), albu.Resize(SHAPE_X, SHAPE_Y)
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- ])
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  image_result = transform(image=image_original)["image"]
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  transform = transforms.ToTensor()
 
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  SHAPE_X = 384
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  SHAPE_Y = 384
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+ preprocessing_fn = smp.encoders.get_preprocessing_fn('resnet50')
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+
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+ transform = albu.Compose([
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+ albu.Lambda(image=preprocessing_fn), albu.Resize(SHAPE_X, SHAPE_Y)
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+ ])
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  def prediction(image_path):
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  t_start = process_time()
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  image = cv2.imread(image_path)
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  image_original = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
 
 
 
 
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  image_result = transform(image=image_original)["image"]
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  transform = transforms.ToTensor()