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Runtime error
Commit
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2d68a38
1
Parent(s):
e93afd7
refactor
Browse files
app.py
CHANGED
@@ -1,27 +1,16 @@
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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', 'image', 'label', 'intf', 'is_cat', '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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def is_cat(x): return x[0].isupper()
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# %% app.ipynb 3
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learn = load_learner('model.pkl')
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# %% app.ipynb 5
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categories = ('Dog', 'Cat')
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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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# %% app.ipynb 6
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image = gr.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
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intf.launch(
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from fastai.vision.all import *
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import gradio as gr
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learn = load_learner('model.pkl')
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categories = ('Dog', 'Cat')
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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.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
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intf.launch()
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