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Runtime error
Runtime error
v0.1
Browse files- .gitattributes +2 -0
- app.py +27 -4
.gitattributes
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app.py
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import gradio as gr
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# AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb.
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# %% auto 0
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__all__ = ['learn', 'categories', 'im', 'image', 'label', 'examples', 'intf', 'classify_image']
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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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# %% app.ipynb 2
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learn = load_learner('export.pkl')
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# %% app.ipynb 7
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categories = ('dreckig', 'sauber')
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im = PILImage.create('packstation_sauber.jpg')
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im.thumbnail((192,192))
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im
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learn.predict(im)
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def classify_image(img):
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prod,idx,probs = learn.predict(img)
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return dict(zip(categories, map(float,probs)))
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# %% app.ipynb 9
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image = gr.inputs.Image(shape=(192,192))
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label = gr.outputs.Label()
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examples = ['packstation_sauber.jpg', 'packstation_dreckig.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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