Antonio49 commited on
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1 Parent(s): 676d467

Create app.py

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  1. app.py +24 -0
app.py ADDED
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+ import gradio as gr
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+
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+ def modelo(sepal_length, sepal_width, petal_length, petal_width):
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+ species = ['Iris-Setosa', 'Iris-Versicolour', 'Iris-Virginica']
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+ i = knn.predict([[sepal_length, sepal_width, petal_length, petal_width]])[0]
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+ return species[i]
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+
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+ interfaz = gr.Interface(
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+ fn=modelo,
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+ inputs=[
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+ gr.inputs.Slider(minimum=0.0, maximum=8.0, step=0.1, default=0.0, label='Sepal Length', optional=False),
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+ gr.inputs.Slider(minimum=0.0, maximum=8.0, step=0.1, default=0.0, label='Sepal Width', optional=False),
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+ gr.inputs.Slider(minimum=0.0, maximum=8.0, step=0.1, default=0.0, label='Petal Length', optional=False),
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+ gr.inputs.Slider(minimum=0.0, maximum=8.0, step=0.1, default=0.0, label='Petal Width', optional=False)
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+ ],
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+ outputs= gr.outputs.Textbox(type="email", label='Specie'),
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+ examples= [[6.7, 3.0, 5.2, 2.3], [4.7, 3.2, 1.3, 0.2], [5.0, 3.6, 1.4, 0.2]],
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+ title = 'Detector de especies de iris',
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+ description = 'Este modelo est谩 desarrollado para la clasificaci贸n de flores de la especie Iris.',
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+ article = 'Aplicaci贸n desarrollada con fines docentes en el curso Saturdays.ai',
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+ theme = 'peach'
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+ )
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+
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+ interfaz.launch()