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55f1982 8997a39 55f1982 8997a39 55f1982 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 | # AUTOGENERATED! DO NOT EDIT! File to edit: deploy.ipynb.
# %% auto 0
__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_cat', 'classify_image']
# %% deploy.ipynb 2
from fastai.vision.all import*
import gradio as gr
def is_cat(x): return x[0].isupper()
# %% deploy.ipynb 5
learn = load_learner('model.pkl')
# %% deploy.ipynb 7
categories = ("Dog", "Cat")
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float,probs)))
# %% deploy.ipynb 9
image = gr.Image(type='pil')
label = gr.Label()
examples=['dogt1.jpg','Siberian-Cat.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=True)
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