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3104fd0
1
Parent(s):
7b2a498
Update app.py
Browse files
app.py
CHANGED
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@@ -10,14 +10,14 @@ model = load_model('./model.h5')
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def predict_image(img):
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img_4d = img.reshape(-1, 224, 224, 3)
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prediction = model.predict(img_4d)[0]
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return {class_names[i]: float(prediction[i]) for i in range(
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class_names = ['Crescentia_Cujete', 'Fiddle_Wood', 'Gold_Apple', 'Hill_Mango', 'Indian_Tulip_Tree', 'Mahagony', 'Pala_Indigo_Plant', 'Spanish_Cherry', 'Teak', 'Yellow_Trumpet']
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image = gr.inputs.Image(shape=(224, 224))
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label = gr.outputs.Label(num_top_classes=
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gr.Interface(fn=predict_image,
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title="Tree Classification",
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def predict_image(img):
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img_4d = img.reshape(-1, 224, 224, 3)
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prediction = model.predict(img_4d)[0]
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return {class_names[i]: float(prediction[i]) for i in range(10)}
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class_names = ['Crescentia_Cujete', 'Fiddle_Wood', 'Gold_Apple', 'Hill_Mango', 'Indian_Tulip_Tree', 'Mahagony', 'Pala_Indigo_Plant', 'Spanish_Cherry', 'Teak', 'Yellow_Trumpet']
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image = gr.inputs.Image(shape=(224, 224))
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label = gr.outputs.Label(num_top_classes=10)
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gr.Interface(fn=predict_image,
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title="Tree Classification",
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