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Dinglab
commited on
Commit
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65cdd31
1
Parent(s):
f8e1b63
Add application file
Browse files
app.py
CHANGED
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import gradio as gr
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__all__ = ['is_cat','learn','classify_image','categories','image','label','examples','intf']
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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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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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examples = ['dog.jpg','cat.jpg','dunno,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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