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# -*- 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)
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