gbharti commited on
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c28a36a
1 Parent(s): 7f1b0d8

Fixed name

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  1. app.py +28 -0
app.py ADDED
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+ # AUTOGENERATED! DO NOT EDIT! File to edit: ..\app.ipynb.
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+
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+ # %% auto 0
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+ __all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_cat', 'classify']
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+
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+ # %% ..\app.ipynb 1
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+ from fastai.vision.all import *
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+ import gradio as gr
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+
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+ def is_cat(x): return x[0].isupper()
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+
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+ # %% ..\app.ipynb 6
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+ learn = load_learner('model.pkl')
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+
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+ # %% ..\app.ipynb 7
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+ categories = ('Dog', 'Cat')
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+
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+ def classify(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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+
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+ # %% ..\app.ipynb 8
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+ image = gr.inputs.Image(shape=(192, 192))
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+ label = gr.outputs.Label()
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+ examples = ['dog.jpg', 'cat.jpg']
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+
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+ intf = gr.Interface(fn=classify, inputs=image, outputs=label, examples=examples)
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+ intf.launch(inline=False)