# -*- coding: utf-8 -*-
"""dogs_cats.ipynb

Automatically generated by Colaboratory.

Original file is located at
    https://colab.research.google.com/drive/1M-mzhZdFQ2XWBSbLCuKzrmLsm0aLEYxQ

## Gradio Pets
"""



#|export
from fastai.vision.all import *

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



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

#|export
categories = ('Dog','Cat')
def classify_image(img):
  pred,idx,probs=learn.predict(img)
  return dict(zip(categories,map(float,probs)))





#|export

import gradio
image = gradio.Image(type='pil')
label = gradio.Label()

examples = ['dog.jpeg','cat.jpeg']
intf = gradio.Interface(fn=classify_image,inputs=image,outputs=label,examples=examples)
intf.launch(inline=False)