app.py

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

learn = load_learner('model20.pkl')


def classify_image(img):
    pred, idx,probs = learn.predict(img)
    return pred

image = gr.inputs.Image(shape=(192,192))
lebel = gr.outputs.Label()
intf  = gr.Interface(fn=classify_image, inputs=image, outputs=lebel)
intf.launch(inline=False,share=True)