import gradio as gr
from transformers import pipeline
import os 

os.system("pip uninstall -y gradio")
os.system("pip install gradio==2.6.4")

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

def predict(image):
  predictions = pipeline(image)
  return {p["label"]: p["score"] for p in predictions}

gr.Interface(
    predict,
    inputs=gr.inputs.Image(label="Upload hot dog candidate", type="filepath"),
    outputs=gr.outputs.Label(num_top_classes=2),
    title="Hot Dog? Or Not?",
    allow_flagging="manual"
).launch()