app.py

import gradio as gr

title="Swin Transformer"
description="Gradio Demo for Swin Transformer: Hierarchical Vision Transformer using Shifted Windows. To use it, simply upload your image, or click one of the examples to load them. Read more at the links below."

article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2201.12086' target='_blank'>Swin Transformer: Hierarchical Vision Transformer using Shifted Windows</a> | <a href='https://github.com/microsoft/Swin-Transformer' target='_blank'>Github Repo</a></p>"

gr.Interface.load("huggingface/microsoft/swin-large-patch4-window12-384-in22k",title=title, article=article,description=description,examples=[["tiger.jpeg"]]).launch(enable_queue=True,cache_examples=True)