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from fastai.vision.all import *
import gradio as gr

learn = load_learner('age.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))}

gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512,512)), outputs=gr.outputs.Label(num_top_classes=3)).launch()