import gradio as gr

title = "Bear Classifier"
description = "A classifier that differentiates between grizzly, black, and teddy bears."
examples = [f'examples/{bear_type}.jpg' for bear_type in {'grizzly', 'black', 'teddy'}]
queue_size = 20


demo = gr.Interface(
    fn=predict,
    inputs=gr.Image(width=512, height=512),
    outputs=gr.Label(num_top_classes=3),
    title=title,
    description=description,
    examples=examples
)
demo.queue(max_size=queue_size)
demo.launch()