app.py

import logging
import os
import tempfile
import time

import gradio as gr
import numpy as np
import rembg
import torch
from PIL import Image
from functools import partial

from tsr.system import TSR
from tsr.utils import remove_background, resize_foreground, to_gradio_3d_orientation

#...

css = """
/*... */
"""

with gr.Blocks(theme=CustomTheme(), css=css) as demo:
    #...

    with gr.Column():
        gr.Markdown("**Input Image**")
        input_image = gr.Image(
            label="",
            image_mode="RGBA",
            sources="upload",
            type="pil",
            elem_id="content_image",
            width=500,  # Увеличена ширина входных изображений
        )
        with gr.Column():
            do_remove_background = gr.Checkbox(
                label="Remove Background",
                value=True,
                elem_id="remove_background",
            )
            foreground_ratio = gr.Slider(
                label="Foreground Ratio",
                minimum=0.5,
                maximum=1.0,
                value=0.85,
                step=0.05,
                elem_id="foreground_ratio",
            )
            with gr.Row():
                submit = gr.Button(
                    label="Generate",
                    scale=0,
                    variant="primary",
                    elem_classes="generate-button",
                )
                output_model = gr.Model3D(
                    label="Output Model",
                    interactive=False,
                )
                output_model2 = gr.Model3D(
                    label="Output Model",
                    interactive=False,
                )
            with gr.Tab("obj"):
                output_model = gr.Model3D(
                    label="Output Model",
                    interactive=False,
                )
            with gr.Tab("glb"):
                output_model2 = gr.Model3D(
                    label="Output Model",
                    interactive=False,
                )
            #...

    with gr.Row():
        output_model = gr.Model3D(
            label="Output Model",
            interactive=False,
        )
        output_model2 = gr.Model3D(
            label="Output Model",
            interactive=False,
        )
   

    with gr.Column():
        gr.Markdown("**Input Image**")
        input_image = gr.Image(
            label="",
            image_mode="RGBA",
            sources="upload",
            type="pil",
            elem_id="content_image",
            width=500,  # Увеличена ширина входных изображений
        )
        with gr.Column():
            do_remove_background = gr.Checkbox(
                label="Remove Background",
                value=True,
                elem_id="remove_background",
            )
            foreground_ratio = gr.Slider(
                label="Foreground Ratio",
                minimum=0.5,
                maximum=1.0,
                value=0.85,
                step=0.05,
                elem_id="foreground_ratio",
            )
            with gr.Row():
                submit = gr.Button(
                    label="Generate",
                    scale=0,
                    variant="primary",
                    elem_classes="generate-button",
                )
                output_model = gr.Model3D(
                    label="Output Model",
                    interactive=False,
                )
                output_model2 = gr.Model3D(
                    label="Output Model",
                    interactive=False,
                )
            with gr.Tab("obj"):
                output_model = gr.Model3D(
                    label="Output Model",
                    interactive=False,
                )
                output_model2 = gr.Model3D(
                    label="Output Model",
                    interactive=False,
                )
            with gr.Tab("glb"):
                output_model2 = gr.Model3D(
                    label="Output Model",
                    interactive=False,
                )

    with gr.Column():
        gr.Markdown("**Output Models**")
        output_model = gr.Model3D(label="Output Model", interactive=False)
        output_model2 = gr.Model3D(label="Output Model", interactive=False)

    with gr.Row():
        #...

    with gr.Button("Download Example", elem_id="download_example", fn=partial(run_example, inputs=[input_image], outputs=[input_image, output_model]):
        #...

    with gr.Column():
        gr.Examples(
            examples=[
                "examples/1.png",
                "examples/2.png",
            ],
            inputs=[input_image],
            outputs=[output_model, output_model2],
            fn=partial(run_example),
            label="Examples",
            examples_per_page=20,
        )
        submit.click(
            fn=partial(run_example),
            inputs=[input_image],
            outputs=[output_model, output_model2],
        )

    with gr.Button("Generate", elem_id="generate", variant="primary", fn=generate, inputs=[output_model, output_model2]):
        #...

    with gr.Row():
        output_model = gr.Model3D(
            label="Output Model",
            interactive=False,
        )
        output_model2 = gr.Model3D(
            label="Output Model",
            interactive=False,
        )
    )

    with gr.Column():
        gr.Markdown("**Input Image**")
        input_image = gr.Image(
            label="",
            image_mode="RGBA",
            sources="upload",
            type="pil",
            elem_id="content_image",
            width=500,  # Увеличена ширина входных изображений
        )
        with gr.Column():
            do_remove_background = gr.Checkbox(
                label="Remove Background",
                value=True,
                elem_id="remove_background",
            )
            foreground_ratio = gr.Slider(
                label="Foreground Ratio",
                minimum=0.5,
                maximum=1.0,
                value=0.85,
                step=0.05,
                elem_id="foreground_ratio",
            )
            with gr.Row():
                submit = gr.Button(
                    label="Generate",
                    scale=0,
                    variant="primary",
                    elem_classes="generate-button",
                )
                output_model = gr.Model3D(
                    label="Output Model",
                    interactive=False,
                )
                output_model2