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from fastai.vision.all import *
from fastbook import *
import pathlib
temp = pathlib.PosixPath
pathlib.PosixPath = pathlib.WindowsPath
def is_cat(x): return x[0].isupper()
learner = load_learner('model.pkl')
categories = ('Dog', "Cat")
def classify_image(img):
prediction, index, probs = learner.predict(img)
return dict(zip(categories,map(float,probs)))
im = PILImage.create("samples/cute_dog.jpg","samples/cat_graffity.png")
print(classify_image(im))
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