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Runtime error
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015c506
1
Parent(s):
1e3d80a
Update app.py
Browse files
app.py
CHANGED
@@ -55,7 +55,13 @@ def fashion_MNIST_prediction(test_image, model='KNN'):
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else:
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return "Invalid Model Selection"
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-
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input_image = gr.inputs.Image(shape=(28, 28), image_mode='L')
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input_model = gr.inputs.Dropdown(['KNN', 'DecisionTreeClassifier', 'RandomForestClassifier', 'AdaBoostClassifier', 'GradientBoostingClassifier'])
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@@ -63,6 +69,6 @@ output_label = gr.outputs.Textbox(label="Predicted Label")
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output_probability = gr.outputs.Label(num_top_classes=10, label="Predicted Probability Per Class")
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gr.Interface(fn=fashion_MNIST_prediction,
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inputs=[input_image, input_model],
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outputs=[output_label, output_probability],
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title="Fashion MNIST classification").launch(debug=True)
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else:
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return "Invalid Model Selection"
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# Add example images and labels
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examples = [
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['Tshirt.png', 'T-shirt/top'],
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['Trouser.png', 'Trouser'],
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['Pullover.png', 'Pullover'],
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['Dress.png', 'Dress'],
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input_image = gr.inputs.Image(shape=(28, 28), image_mode='L')
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input_model = gr.inputs.Dropdown(['KNN', 'DecisionTreeClassifier', 'RandomForestClassifier', 'AdaBoostClassifier', 'GradientBoostingClassifier'])
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output_probability = gr.outputs.Label(num_top_classes=10, label="Predicted Probability Per Class")
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gr.Interface(fn=fashion_MNIST_prediction,
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inputs=[input_image, input_model,examples],
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outputs=[output_label, output_probability],
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title="Fashion MNIST classification").launch(debug=True)
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