app.py

!pip install huggingface_hub["fastai"]

import gradio as gr
import fastai*

learn = load_learner(path/'export.pkl')


def image_classifier(inp):
  pred, pred_idx, probs = learn.predict(inp)

  label = f'Prediction: {pred}; Probability: {probs[pred_idx]:.04f}'
  return label


iface = gr.Interface(fn=greet, inputs="text", outputs="text")
iface.launch()