import gradio as gr
from transformers import pipeline

caption = pipeline("image-to-text", model="Salesforce/blip-image-captioning-large")

def greet(img):
    return caption(img)

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