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27b9a44 5bbaeef b38124a 5bbaeef b38124a dadcac2 a730f4e 7154877 c6622f8 b38124a 9c980ff b38124a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 | from fastai.vision.all import *
import gradio as gr
learn = load_learner('trump model v2.pkl')
categories = ('trump', 'trump impersonator')
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.Image(height=192, width=192)
label = gr.Label()
examples = ['trump.jpg', 'faketrump.jpg']
title = 'Trump Imposter Detector'
description = 'Use this handy tool to know if you are looking at the real Donald Trump or an imposter!'
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples, title=title, description=description)
intf.launch(inline=False, share=True)
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