app.py

import gradio as gr
from transformers import pipeline

pipe = pipeline(task="image-classification", model="microsoft/beit-base-patch16-224-pt22k-ft22k")

gr.Interface.from_pipeline(pipe, title="22k Image Classification", description="Object Recognition using Microsoft BEIT", examples = ['wonder_cat.jpg', 'aki_dog.jpg',], allow_flagging="never").launch(inbrowser=True)