app.py

import gradio as gr
from transformers import pipeline

captioner = pipeline(model="microsoft/git-base")

def predict(image):
    return captioner(image)[0]["generated_text"]

demo = gr.Interface(
    fn=predict,
    inputs=gr.Image,
    outputs='text'
)

demo.launch()

# gr.Interface.load("models/ronniet/git-base-env").launch()

# gr.Interface.load("models/microsoft/git-base").launch()