Delete app.py
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app.py
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from fastai.vision.all import *
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import gradio as gr
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# def is_cat(x): return x[0].isupper()
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# import pathlib
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# temp = pathlib.PosixPath
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# pathlib.PosixPath = pathlib.WindowsPath
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learn = load_learner('export.pkl')
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categories = ('black', 'grizzly', 'teddy')
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def classify_image(img):
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pred, idx, probs = learn.predict(img)
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return dict(zip(categories, map(float, probs)))
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image = gr.components.Image(type="pil", height=192, width=192)
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label = gr.Label()
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examples = ['bear.jpg', 'cat.jpg', 'dog.jpg']
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intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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intf.launch(inline=False)
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