# -*- coding: utf-8 -*-
"""app

Automatically generated by Colab.

Original file is located at
    https://colab.research.google.com/drive/1SudNQMVhTicfHu2_eWce7kTx7dNNFgIE
"""

from fastai.vision.all import *
import gradio as gr

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


#|export
learn = load_learner('model (1).pkl')

learn.predict(im)

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

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



#|export
image = gr.Image()
label = gr.Label()

examples = ['dog.jpg', 'cat.jpg', 'dunno.jpg']

intf = gr.Interface(fn=classify_image, inputs = image, outputs = label, examples = examples)
intf.launch(inline=False)