app.py

import gradio as gr

def process_image(input_image, learning_rate, iterations):
    # Image processing logic goes here.
    output_image = input_image # Placeholder for your processing
    return output_image

iface = gr.Interface(
    fn=process_image,
    inputs=[gr.inputs.Image(), gr.inputs.Number(default=0.01, label="Learning Rate"), gr.inputs.Number(default=1, label="Iterations")],
    outputs="image"
)

iface.launch()