app.py

import gradio as gr

from filters import as_gray

def process(input_image):
    output_image = as_gray(input_image)
    return output_image

demo = gr.Interface(
    process,
    "image",
    "image",
    examples=["lion.jpg", "logo.png"],
)

demo.launch()