|
- #!/usr/bin/env python
-
- from __future__ import annotations
-
- import os
- import pathlib
- import shlex
- import subprocess
-
- import gradio as gr
-
- if os.getenv('SYSTEM') == 'spaces':
- with open('patch') as f:
- subprocess.run(shlex.split('patch -p1'), stdin=f, cwd='ControlNet')
-
- base_url = 'https://huggingface.co/lllyasviel/ControlNet/resolve/main/annotator/ckpts/'
- names = [
- 'body_pose_model.pth',
- 'dpt_hybrid-midas-501f0c75.pt',
- 'hand_pose_model.pth',
- 'mlsd_large_512_fp32.pth',
- 'mlsd_tiny_512_fp32.pth',
- 'network-bsds500.pth',
- 'upernet_global_small.pth',
- ]
- for name in names:
- command = f'wget https://huggingface.co/lllyasviel/ControlNet/resolve/main/annotator/ckpts/{name} -O {name}'
- out_path = pathlib.Path(f'ControlNet/annotator/ckpts/{name}')
- if out_path.exists():
- continue
- subprocess.run(shlex.split(command), cwd='ControlNet/annotator/ckpts/')
-
- from gradio_canny2image import create_demo as create_demo_canny
- from gradio_depth2image import create_demo as create_demo_depth
- from gradio_fake_scribble2image import create_demo as create_demo_fake_scribble
- from gradio_hed2image import create_demo as create_demo_hed
- from gradio_hough2image import create_demo as create_demo_hough
- from gradio_normal2image import create_demo as create_demo_normal
- from gradio_pose2image import create_demo as create_demo_pose
- from gradio_scribble2image import create_demo as create_demo_scribble
- from gradio_scribble2image_interactive import \
- create_demo as create_demo_scribble_interactive
- from gradio_seg2image import create_demo as create_demo_seg
- from model import (DEFAULT_BASE_MODEL_FILENAME, DEFAULT_BASE_MODEL_REPO,
- DEFAULT_BASE_MODEL_URL, Model)
-
- MAX_IMAGES = 4
- ALLOW_CHANGING_BASE_MODEL = 'hysts/ControlNet-with-other-models'
-
- model = Model()
-
- with gr.Blocks(css='style.css') as demo:
- with gr.Tabs():
- with gr.TabItem('Canny'):
- create_demo_canny(model.process_canny, max_images=MAX_IMAGES)
- with gr.TabItem('Hough'):
- create_demo_hough(model.process_hough, max_images=MAX_IMAGES)
- with gr.TabItem('HED'):
- create_demo_hed(model.process_hed, max_images=MAX_IMAGES)
- with gr.TabItem('Scribble'):
- create_demo_scribble(model.process_scribble, max_images=MAX_IMAGES)
- with gr.TabItem('Scribble Interactive'):
- create_demo_scribble_interactive(
- model.process_scribble_interactive, max_images=MAX_IMAGES)
- with gr.TabItem('Fake Scribble'):
- create_demo_fake_scribble(model.process_fake_scribble,
- max_images=MAX_IMAGES)
- with gr.TabItem('Pose'):
- create_demo_pose(model.process_pose, max_images=MAX_IMAGES)
- with gr.TabItem('Segmentation'):
- create_demo_seg(model.process_seg, max_images=MAX_IMAGES)
- with gr.TabItem('Depth'):
- create_demo_depth(model.process_depth, max_images=MAX_IMAGES)
- with gr.TabItem('Normal map'):
- create_demo_normal(model.process_normal, max_images=MAX_IMAGES)
-
- with gr.Accordion(label='Base model', open=False):
- current_base_model = gr.Text(label='Current base model',
- value=DEFAULT_BASE_MODEL_URL)
- with gr.Row():
- base_model_repo = gr.Text(label='Base model repo',
- max_lines=1,
- placeholder=DEFAULT_BASE_MODEL_REPO,
- interactive=ALLOW_CHANGING_BASE_MODEL)
- base_model_filename = gr.Text(
- label='Base model file',
- max_lines=1,
- placeholder=DEFAULT_BASE_MODEL_FILENAME,
- interactive=ALLOW_CHANGING_BASE_MODEL)
- change_base_model_button = gr.Button('Change base model')
- gr.Markdown(
- '''- You can use other base models by specifying the repository name and filename.
- The base model must be compatible with Stable Diffusion v1.5.''')
-
- change_base_model_button.click(fn=model.set_base_model,
- inputs=[
- base_model_repo,
- base_model_filename,
- ],
- outputs=current_base_model)
-
- demo.queue(api_open=False).launch()
|