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bebf505
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Upload app.py

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app.py ADDED
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+ import gradio as gr
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+ from model import predict_fruit_type
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+
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+ def predict(img):
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+ return predict_fruit_type(img)
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+
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+
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+ interface_options = {
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+ "title": "Blueberries, Avacados or Dragon Fruit?",
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+ "description": "Yoooo this is my college assignment. A VGG-16 model that predicts the fruit type.",
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+ # "interpretation": "default",
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+ "layout": "horizontal",
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+ "examples": [
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+ "./blue_berry_1.jpg", "./avacado_1.jpg",
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+ "./dragon_fruit_1.jpg", './cranberry_1.jpg',
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+ './jackfruit_1.jpg', './muskmelon_1.jpg',
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+ './pineapple_1.jpg', './banana_1.jpg',
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+ './orange_1.jpg', './watermelon_1.jpg',
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+ ],
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+ "allow_flagging": "never",
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+ }
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+
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+ demo = gr.Interface(
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+ fn=predict,
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+ inputs=gr.inputs.Image(shape=(480, 480)),
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+ outputs=gr.outputs.Textbox(type="auto", label=None),
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+ **interface_options,
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+ )
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+
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+ demo.launch(share=False)