import gradio as gr
from transformers import pipeline

pipe = pipeline(task="image-classification",
                model="canadianjosieharrison/swinv2-large-patch4-window12-192-22k-huggingface")

gr.Interface.from_pipeline(pipe,
                           title="Facade material classification",              
                           description="Upload a Google Streetview image to classify the facade materials.",
                           examples = ["vancouver.PNG", "toronto.PNG", "landskrona.PNG", "gtb_central_train.PNG"],
                           ).launch(share=True)