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86ca638 67f83b9 86ca638 8163cbf 2848042 b33d8b0 86ca638 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 | import gradio as gr
from fastai.vision.all import *
learn = load_learner('model (1).pkl')
labels = learn.dls.vocab
def predict(img):
img = PILImage.create(img)
pred, pred_idx, probs = learn.predict(img)
return {labels[i]: float(probs[i]) for i in range(len(labels))}
title = "Winx Club"
description = "Classifier for Winx Club fairies."
examples = ['bloom.jpg', 'stella.jpg', 'layla2.png', 'musa.jpg', 'tecna.jpg', 'flora2.png']
interpretation='default'
enable_queue=True
gr.Interface(
fn=predict,
inputs=gr.Image(),
outputs=gr.Label(num_top_classes=2),
title=title,
description=description,
examples=examples,
).launch()
iface.launch()
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