app.py

import shutil
import gradio as gr
from PIL import Image
import sys, os
from rembg import remove


def run_rembg(img):
    output = remove(img)
    return output


if __name__=="__main__":

       
    with gr.Blocks() as demo:

        gr.Markdown(
            """
            <center><h1>Image Matting using U<sup>2</sup>-Net</h1></center>
            """
        )        
        with gr.Row():
            with gr.Column():
                gr.Markdown(
                    """
                    Input Image
                    """
                )        
                image_input = gr.Image(type="numpy", label=" ")
            with gr.Column():
                gr.Markdown(
                    """
                    Output Image
                    """
                )        
                image_output = gr.Image(type="numpy", label=" ")
        
        btn = gr.Button("Run!")
        
        btn.click(
            fn=run_rembg,
            inputs=image_input,
            outputs=image_output,
            api_name="imageMatting"
            )

        gr.Markdown(
            """
            ---
            <b>Acknowledgments</b>
            - Library
              - Library Git hub : [danielgatis/rembg](https://github.com/danielgatis/rembg)
              - Cloned on 2023/3/12  
            - Algorithm        
              - Library Git hub : [U<sup>2</sup>-Net](https://github.com/xuebinqin/U-2-Net)  
            
            """
        )

    demo.launch(
        favicon_path="./assets/ハサミのフリーアイコン.png"
    )