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import os
import gradio as gr
from transformers import pipeline


pipe = pipeline("image-to-text", model="Salesforce/blip-image-captioning-base")


def launch(input):
    out = pipe(input)
    return out[0]['generated_text']

iface = gr.Interface(launch,
                     inputs=gr.Image(type='pil'),
                     outputs="text")

iface.launch()