#|export
from fastai.vision.all import *
import gradio as gr
from fastbook import *

def is_cat(x): return x[0].isupper() 

#|export
learn = load_learner('model.pkl')

#|export
categories = ('Dog', 'Cat')

def classify_image(im):
  pred, idx, probs = learn.predict(im)
  return dict(zip(categories, map(float, probs)))

#|export
categories = ('Dog', 'Cat')

def classify_image(im):
  pred, idx, probs = learn.predict(im)
  return dict(zip(categories, map(float, probs)))