app.py

import gradio as gr
from transformers import pipeline

# Initialize hotdog-not-hotdog pipeline
pipeline = pipeline(task="image-classification", model="julien-c/hotdog-not-hotdog")

def predict(image):
  return pipeline(image)

gr.Interface(
    predict,
    inputs=gradio.inputs.Image(label="Upload hot dog candidate"),
    outputs="image",
    title="Hot Dog? Or Not?",
).launch()