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Runtime error
Runtime error
[fix] background without leaves causing error due to parsing
Browse files
app.py
CHANGED
@@ -27,9 +27,16 @@ def predict(image):
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label = model.config.id2label[label_index]
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# Split the label into leaf category and disease name
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label_parts = label.split("___")
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leaf_category = label_parts[0]
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# Calculate the percentage breakdown of predicted diseases
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percentage_breakdown = {disease: round(float(probability[0, index]) * 100, 2) for index, disease in enumerate(model.config.label2id)}
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label = model.config.id2label[label_index]
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# Split the label into leaf category and disease name
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+
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label_parts = label.split("___")
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leaf_category = label_parts[0]
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disease_name: str = ""
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if len(label_parts) == 1:
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# if label parts only has one part, assume "background with leaves" as the category and "N/A as the disease name"
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disease_name = "N/A"
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else:
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disease_name = label_parts[1]
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# Calculate the percentage breakdown of predicted diseases
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percentage_breakdown = {disease: round(float(probability[0, index]) * 100, 2) for index, disease in enumerate(model.config.label2id)}
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