from gradio_client import Client, handle_file

def generate_depth_map(image_path):
    client = Client("depth-anything/Depth-Anything-V2")
    result = client.predict(
        image=handle_file(image_path),
        api_name="/on_submit"
    )
    # Extract the grayscale depth map (second item in the result tuple)
    depth_map_path = result[1]
    return depth_map_path