Update app.py
Browse files
app.py
CHANGED
@@ -16,9 +16,15 @@ def preprocess_image(image):
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def predict_pneumonia(image):
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img_array = preprocess_image(image)
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prediction = model.predict(img_array)[0][0]
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return {"Pneumonia": pneumonia_prediction}
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inputs = gr.inputs.Image(shape=(180, 180))
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outputs = gr.outputs.Label(num_top_classes=2)
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def predict_pneumonia(image):
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img_array = preprocess_image(image)
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prediction = model.predict(img_array)[0][0]
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if prediction >= 0.5:
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pneumonia_prediction = 1
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else:
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pneumonia_prediction = 0
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return {"Pneumonia": pneumonia_prediction}
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inputs = gr.inputs.Image(shape=(180, 180))
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outputs = gr.outputs.Label(num_top_classes=2)
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