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__all__ = ['learner_faces', 'categories', 'classify_faces', 'image', 'label', 'examples', 'intf']
from fastai.vision.all import *
import gradio as gr
learner_attractiveness = load_learner('hotornot.pk1')
categories = ['hot', 'average', 'ugly']
def classify_attractiveness(img):
prediction, index, probability = learner_attractiveness.predict(img)
return dict(zip(categories, map(float, probability)))
intf = gr.Interface(fn=classify_attractiveness,
inputs=gr.Image(shape=(192, 192)),
outputs=gr.Label(),
examples=['img01.jpg', 'img02.jpg', 'img03.jpg', 'img04.jpg', 'img05.jpg', 'img06.jpg', 'img07.jpeg', 'img08.jpg', 'img09.jpg', 'img10.jpg', 'img11.jpg', 'img12.jpg', 'img13.jpg', 'img14.jpg'])
intf.launch(inline=False)
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