#!/usr/bin/env python from __future__ import annotations import os import gradio as gr import torch from app_canny import create_demo as create_demo_canny from app_depth import create_demo as create_demo_depth from app_ip2p import create_demo as create_demo_ip2p from app_lineart import create_demo as create_demo_lineart from app_mlsd import create_demo as create_demo_mlsd from app_normal import create_demo as create_demo_normal from app_openpose import create_demo as create_demo_openpose from app_scribble import create_demo as create_demo_scribble from app_scribble_interactive import \ create_demo as create_demo_scribble_interactive from app_segmentation import create_demo as create_demo_segmentation from app_shuffle import create_demo as create_demo_shuffle from app_softedge import create_demo as create_demo_softedge from model import Model from settings import SHOW_DUPLICATE_BUTTON DESCRIPTION = '# ControlNet v1.1' SPACE_ID = os.getenv('SPACE_ID') ALLOW_CHANGING_BASE_MODEL = SPACE_ID != 'hysts/ControlNet-v1-1' if not torch.cuda.is_available(): DESCRIPTION += '\n
Running on CPU 🥶 This demo does not work on CPU.
' DEFAULT_MODEL_ID = os.getenv('DEFAULT_MODEL_ID', 'runwayml/stable-diffusion-v1-5') model = Model(base_model_id=DEFAULT_MODEL_ID, task_name='Canny') with gr.Blocks(css='style.css') as demo: gr.Markdown(DESCRIPTION) gr.DuplicateButton(value='Duplicate Space for private use', elem_id='duplicate-button', visible=SHOW_DUPLICATE_BUTTON) with gr.Tabs(): with gr.TabItem('Canny'): create_demo_canny(model.process_canny) with gr.TabItem('MLSD'): create_demo_mlsd(model.process_mlsd) with gr.TabItem('Scribble'): create_demo_scribble(model.process_scribble) with gr.TabItem('Scribble Interactive'): create_demo_scribble_interactive( model.process_scribble_interactive) with gr.TabItem('SoftEdge'): create_demo_softedge(model.process_softedge) with gr.TabItem('OpenPose'): create_demo_openpose(model.process_openpose) with gr.TabItem('Segmentation'): create_demo_segmentation(model.process_segmentation) with gr.TabItem('Depth'): create_demo_depth(model.process_depth) with gr.TabItem('Normal map'): create_demo_normal(model.process_normal) with gr.TabItem('Lineart'): create_demo_lineart(model.process_lineart) with gr.TabItem('Content Shuffle'): create_demo_shuffle(model.process_shuffle) with gr.TabItem('Instruct Pix2Pix'): create_demo_ip2p(model.process_ip2p) with gr.Accordion(label='Base model', open=False): with gr.Row(): with gr.Column(): current_base_model = gr.Text(label='Current base model') with gr.Column(scale=0.3): check_base_model_button = gr.Button('Check current base model') with gr.Row(): with gr.Column(): new_base_model_id = gr.Text( label='New base model', max_lines=1, placeholder='runwayml/stable-diffusion-v1-5', info= 'The base model must be compatible with Stable Diffusion v1.5.', interactive=ALLOW_CHANGING_BASE_MODEL) with gr.Column(scale=0.3): change_base_model_button = gr.Button( 'Change base model', interactive=ALLOW_CHANGING_BASE_MODEL) if not ALLOW_CHANGING_BASE_MODEL: gr.Markdown( '''The base model is not allowed to be changed in this Space so as not to slow down the demo, but it can be changed if you duplicate the Space. ''' ) check_base_model_button.click(fn=lambda: model.base_model_id, outputs=current_base_model, queue=False) new_base_model_id.submit(fn=model.set_base_model, inputs=new_base_model_id, outputs=current_base_model) change_base_model_button.click(fn=model.set_base_model, inputs=new_base_model_id, outputs=current_base_model) demo.queue(max_size=20).launch()