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import gradio as gr
from fastai.learner import load_learner
learn = load_learner('model.pkl')
labels = ['Adidas Shoe', 'New Balance Shoe', 'Nike Show']
def predict(image):
image = PILImage.create(image)
brand, idx, probs = learn.predict(image)
return dict(zip(labels, map(float,probs)))
demo = gr.Interface(fn=predict, inputs=gr.Image(), outputs=gr.Label())
demo.launch() |