saritha commited on
Commit
17d4c8d
·
verified ·
1 Parent(s): 6f2d7ff

Update app.py

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Files changed (1) hide show
  1. app.py +2 -2
app.py CHANGED
@@ -26,7 +26,7 @@ def suppress_stdout():
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  # Load the saved model and suppress the warnings
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  with suppress_stdout():
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  model = ViTForImageClassification.from_pretrained('google/vit-base-patch16-224-in21k', num_labels=6)
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- model.load_state_dict(torch.load('/vit_sugarcane_disease_detection.pth'))
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  model.eval()
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  # Define the same transformation used during training
@@ -58,6 +58,6 @@ def predict_disease(image_path):
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  return predicted_label
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  # Test with a new image
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- image_path = '/zoomed_Bacterial%20Blight_614.png' # Replace with your image path
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  predicted_label = predict_disease(image_path)
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  print(f'The predicted disease type is: {predicted_label}')
 
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  # Load the saved model and suppress the warnings
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  with suppress_stdout():
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  model = ViTForImageClassification.from_pretrained('google/vit-base-patch16-224-in21k', num_labels=6)
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+ model.load_state_dict(torch.load('vit_sugarcane_disease_detection.pth'))
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  model.eval()
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  # Define the same transformation used during training
 
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  return predicted_label
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  # Test with a new image
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+ image_path = 'zoomed_Bacterial%20Blight_614.png' # Replace with your image path
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  predicted_label = predict_disease(image_path)
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  print(f'The predicted disease type is: {predicted_label}')