import gradio as gr
from transformers import pipeline

model_name = "waifu2x-multi-lang"
waifu2x = pipeline("image-upscaling", model=model_name)


def waifu2x_enlarge(input_image):
    output_image = waifu2x(input_image)
    return output_image


input_image = gr.inputs.Image(label="Input Image")
output_image = gr.outputs.Image(label="Enlarged Image", type="numpy")

gr.Interface(waifu2x_enlarge, input_image, output_image).launch()