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Runtime error
Runtime error
citradiani
commited on
Commit
•
703c830
1
Parent(s):
662ed90
Update app.py
Browse files
app.py
CHANGED
@@ -148,7 +148,7 @@ def predict(img_path):
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# Move the model to CPU and load its state dict from the specified path
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inf_model.to(torch.device('cpu'))
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inf_model.load_state_dict(torch.load('
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# Perform inference on the image using the model
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with torch.no_grad():
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@@ -166,7 +166,7 @@ def predict(img_path):
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confidence = probabilities[0, idx].item() * 100 # Get confidence for the predicted class
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# Read nutrition data from a CSV file and match the predicted class
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nutrition_data_path = '
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df = pd.read_csv(nutrition_data_path)
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if pred_class.capitalize() in df["Makanan"].values:
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# Move the model to CPU and load its state dict from the specified path
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inf_model.to(torch.device('cpu'))
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inf_model.load_state_dict(torch.load('./resnet18_tinyfood_classifier.pth', map_location='cpu'))
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# Perform inference on the image using the model
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with torch.no_grad():
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confidence = probabilities[0, idx].item() * 100 # Get confidence for the predicted class
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# Read nutrition data from a CSV file and match the predicted class
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nutrition_data_path = './food-data.csv'
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df = pd.read_csv(nutrition_data_path)
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if pred_class.capitalize() in df["Makanan"].values:
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