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from fastai.vision.all import *
import gradio as gr
learn = load_learner('hotdogmodel.pkl')
categories = ('bratwurst', 'chorizo', 'hotdog', 'kielbasa', 'pepperoni', 'salami', 'sausage')
def classify_image(img):
pred,_,probs = learn.predict(img)
return dict(zip(categories, map(float,probs)))
image = gr.inputs.Image(shape=(192,192))
label = gr.outputs.Label()
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
intf.launch(inline=False)
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