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Update app.py (#2)
Browse files- Update app.py (34faa5e0e9e33e7fd874e3c222a2eadbd6220135)
Co-authored-by: Aneesh D <[email protected]>
app.py
CHANGED
@@ -38,7 +38,7 @@ def predict(Image):
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with torch.no_grad():
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grade = torch.softmax(model(img.float()), dim=1)[0]
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-
category = ["Normal", "Mild", "Moderate", "Severe", "Proliferative"]
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output_dict = {}
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for cat, value in zip(category, grade):
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output_dict[cat] = value.item()
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@@ -55,6 +55,7 @@ demo = gr.Interface(
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inputs=image,
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outputs=label,
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#examples=["examples/0.png", "examples/1.png", "examples/2.png", "examples/3.png", "examples/4.png"]
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)
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if __name__ == "__main__":
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with torch.no_grad():
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grade = torch.softmax(model(img.float()), dim=1)[0]
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+
category = ["0 - Normal", "1 - Mild", "2 - Moderate", "3 - Severe", "4 - Proliferative"]
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output_dict = {}
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for cat, value in zip(category, grade):
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output_dict[cat] = value.item()
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inputs=image,
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outputs=label,
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#examples=["examples/0.png", "examples/1.png", "examples/2.png", "examples/3.png", "examples/4.png"]
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+
examples=["0.png", "2.png", "4.png"]
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)
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if __name__ == "__main__":
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