app.py

import gradio as gr

def process_image(input_image, learning_rate, iterations):
    # Your image processing logic here
    output_image = input_image  # Placeholder for your image processing
    return output_image

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

iface.launch()