#!/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 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<p>Running on CPU 🥶 This demo does not work on CPU.</p>' MAX_NUM_IMAGES = int(os.getenv('MAX_NUM_IMAGES', '3')) DEFAULT_NUM_IMAGES = min(MAX_NUM_IMAGES, int(os.getenv('DEFAULT_NUM_IMAGES', '1'))) 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=os.getenv('SHOW_DUPLICATE_BUTTON') == '1') with gr.Tabs(): with gr.TabItem('Canny'): create_demo_canny(model.process_canny, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) with gr.TabItem('MLSD'): create_demo_mlsd(model.process_mlsd, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) with gr.TabItem('Scribble'): create_demo_scribble(model.process_scribble, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) with gr.TabItem('Scribble Interactive'): create_demo_scribble_interactive( model.process_scribble_interactive, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) with gr.TabItem('SoftEdge'): create_demo_softedge(model.process_softedge, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) with gr.TabItem('OpenPose'): create_demo_openpose(model.process_openpose, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) with gr.TabItem('Segmentation'): create_demo_segmentation(model.process_segmentation, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) with gr.TabItem('Depth'): create_demo_depth(model.process_depth, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) with gr.TabItem('Normal map'): create_demo_normal(model.process_normal, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) with gr.TabItem('Lineart'): create_demo_lineart(model.process_lineart, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) with gr.TabItem('Content Shuffle'): create_demo_shuffle(model.process_shuffle, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) with gr.TabItem('Instruct Pix2Pix'): create_demo_ip2p(model.process_ip2p, max_images=MAX_NUM_IMAGES, default_num_images=DEFAULT_NUM_IMAGES) 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. <a href="https://huggingface.co/spaces/{SPACE_ID}?duplicate=true"><img style="display: inline; margin-top: 0em; margin-bottom: 0em" src="https://bit.ly/3gLdBN6" alt="Duplicate Space" /></a>''' ) 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()