app.py

import subprocess
import gradio as gr

def run(input_image):
    output = subprocess.check_output("bin/detect-image")
    return output.decode("utf-8")

gr.Interface(
    fn=run,
    inputs=gr.Image(type="pil", label="Input Image"),
    outputs=gr.Textbox(),
).launch()