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Update app.py
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app.py
CHANGED
@@ -30,19 +30,7 @@ label_map = {
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'label_40': 'Impetigo'
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}
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# Step 3: Define the
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def analyze_symptoms(symptoms):
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predictions = health_classifier(symptoms)
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top_prediction = predictions[0]
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# MODIFIED: Look up the generic label in our new dictionary
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generic_label = top_prediction['label']
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disease = label_map.get(generic_label, "Unknown Label") # .get() safely handles unknown labels
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confidence_score = top_prediction['score']
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return f"Predicted Condition: {disease}\nConfidence: {confidence_score:.2f}"
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# Step 4: Define the content for our app (No changes here)
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app_title = "Symptom to Disease Classifier"
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app_description = """
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Enter a list of symptoms, and this AI will predict a possible related medical condition.
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@@ -55,7 +43,7 @@ This is NOT a medical diagnostic tool. The predictions are generated by an AI mo
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This tool should not be used for any real-world medical decision-making.
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"""
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# Step
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app = gr.Interface(
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fn=analyze_symptoms,
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inputs=gr.Textbox(
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'label_40': 'Impetigo'
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}
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# Step 3: Define the content for our app
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app_title = "Symptom to Disease Classifier"
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app_description = """
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Enter a list of symptoms, and this AI will predict a possible related medical condition.
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This tool should not be used for any real-world medical decision-making.
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"""
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# Step 4: Create and Launch the Gradio Web App Interface
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app = gr.Interface(
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fn=analyze_symptoms,
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inputs=gr.Textbox(
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