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boushra-kolko
commited on
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•
7dee07b
1
Parent(s):
30888df
Update app.py
Browse files
app.py
CHANGED
@@ -5,10 +5,10 @@ def is_cat(x): return x[0].isupper()
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__all__ = ['is_cat', 'learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
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learn = load_learner('
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categories = ('cat', 'lion', 'tiger')
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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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@@ -17,7 +17,7 @@ def classify_image(img):
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image = gr.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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examples = ['cat.jpg', 'tiger.jpg', 'lion.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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__all__ = ['is_cat', 'learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
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learn = load_learner('model.pkl')
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categories = ('cat', 'dog', 'lion', 'person', 'tiger')
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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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examples = ['cat.jpg', 'dog.jpg', 'person.jpg', 'tiger.jpg', 'lion.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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