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import gradio as gr
from fastai.vision.all import *
learner = load_learner('model.pkl')
def classify_image(img):
pred, idx, probs =learner.predict(img)
return dict(zip(learner.dls.vocab, map(float, probs)))
image = gr.Image();
label = gr.Label()
iface = gr.Interface(fn=classify_image, inputs=image, outputs=label)
iface.launch(inline=False)
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