Spaces:
Running
Running
File size: 3,152 Bytes
a660631 77d5c02 f92529f a660631 f521e88 a660631 af5481e a660631 53b39de f521e88 a660631 f521e88 a660631 f521e88 a660631 f521e88 a6d82aa f521e88 208f8fb a660631 f521e88 84448a9 8fad46e a660631 f521e88 a660631 d6252d0 f521e88 d6252d0 f521e88 a660631 d6252d0 f521e88 d6252d0 f521e88 d6252d0 f521e88 a660631 f521e88 a660631 681c919 f521e88 681c919 3f0b2d3 681c919 a660631 074f54b |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 |
#!/usr/bin/env python
from __future__ import annotations
import gradio as gr
import torch
torch.jit.script = lambda f: f
import spaces
from app_canny import create_demo as create_demo_canny
from app_depth import create_demo as create_demo_depth
from app_lineart import create_demo as create_demo_lineart
from app_segmentation import create_demo as create_demo_segmentation
from app_softedge import create_demo as create_demo_softedge
from model import Model
from settings import ALLOW_CHANGING_BASE_MODEL, DEFAULT_MODEL_ID, SHOW_DUPLICATE_BUTTON
DESCRIPTION = "# [ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback](https://arxiv.org/abs/2404.07987)"
if not torch.cuda.is_available():
DESCRIPTION += "\n<p>Running on CPU 🥶 This demo does not work on CPU.</p>"
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("Lineart"):
create_demo_lineart(model.process_lineart)
with gr.TabItem("Depth"):
create_demo_depth(model.process_depth)
with gr.TabItem("Segmentation"):
create_demo_segmentation(model.process_segmentation)
with gr.TabItem("SoftEdge"):
create_demo_softedge(model.process_softedge)
with gr.TabItem("Canny"):
create_demo_canny(model.process_canny)
with gr.Accordion(label="Base model", open=False):
with gr.Row():
with gr.Column(scale=5):
current_base_model = gr.Text(label="Current base model")
with gr.Column(scale=1):
check_base_model_button = gr.Button("Check current base model")
with gr.Row():
with gr.Column(scale=5):
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=1):
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,
api_name="check_base_model",
)
gr.on(
triggers=[new_base_model_id.submit, change_base_model_button.click],
fn=model.set_base_model,
inputs=new_base_model_id,
outputs=current_base_model,
api_name=False,
)
if __name__ == "__main__":
demo.queue(max_size=20).launch()
|