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edc75fa
1
Parent(s):
b7e9d79
add requirements.txt
Browse files
app.py
CHANGED
@@ -9,10 +9,12 @@ def is_cat(x): return x[0].isupper()
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learn = from_pretrained_fastai('akaigraham/cat-classifier')
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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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examples = ['dog.jpg', 'cat.jpg']
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learn = from_pretrained_fastai('akaigraham/cat-classifier')
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categories = ('Dog', 'Cat')
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# classify image function
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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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## set up gradio
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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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