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from typing import List, Optional, Tuple
import gradio
from facefusion import state_manager, wording
from facefusion.common_helper import calc_int_step
from facefusion.processors import choices as processors_choices
from facefusion.processors.core import load_processor_module
from facefusion.processors.typing import FrameEnhancerModel
from facefusion.uis.core import get_ui_component, register_ui_component
FRAME_ENHANCER_MODEL_DROPDOWN : Optional[gradio.Dropdown] = None
FRAME_ENHANCER_BLEND_SLIDER : Optional[gradio.Slider] = None
def render() -> None:
global FRAME_ENHANCER_MODEL_DROPDOWN
global FRAME_ENHANCER_BLEND_SLIDER
FRAME_ENHANCER_MODEL_DROPDOWN = gradio.Dropdown(
label = wording.get('uis.frame_enhancer_model_dropdown'),
choices = processors_choices.frame_enhancer_models,
value = state_manager.get_item('frame_enhancer_model'),
visible = 'frame_enhancer' in state_manager.get_item('processors')
)
FRAME_ENHANCER_BLEND_SLIDER = gradio.Slider(
label = wording.get('uis.frame_enhancer_blend_slider'),
value = state_manager.get_item('frame_enhancer_blend'),
step = calc_int_step(processors_choices.frame_enhancer_blend_range),
minimum = processors_choices.frame_enhancer_blend_range[0],
maximum = processors_choices.frame_enhancer_blend_range[-1],
visible = 'frame_enhancer' in state_manager.get_item('processors')
)
register_ui_component('frame_enhancer_model_dropdown', FRAME_ENHANCER_MODEL_DROPDOWN)
register_ui_component('frame_enhancer_blend_slider', FRAME_ENHANCER_BLEND_SLIDER)
def listen() -> None:
FRAME_ENHANCER_MODEL_DROPDOWN.change(update_frame_enhancer_model, inputs = FRAME_ENHANCER_MODEL_DROPDOWN, outputs = FRAME_ENHANCER_MODEL_DROPDOWN)
FRAME_ENHANCER_BLEND_SLIDER.release(update_frame_enhancer_blend, inputs = FRAME_ENHANCER_BLEND_SLIDER)
processors_checkbox_group = get_ui_component('processors_checkbox_group')
if processors_checkbox_group:
processors_checkbox_group.change(remote_update, inputs = processors_checkbox_group, outputs = [ FRAME_ENHANCER_MODEL_DROPDOWN, FRAME_ENHANCER_BLEND_SLIDER ])
def remote_update(processors : List[str]) -> Tuple[gradio.Dropdown, gradio.Slider]:
has_frame_enhancer = 'frame_enhancer' in processors
return gradio.Dropdown(visible = has_frame_enhancer), gradio.Slider(visible = has_frame_enhancer)
def update_frame_enhancer_model(frame_enhancer_model : FrameEnhancerModel) -> gradio.Dropdown:
frame_enhancer_module = load_processor_module('frame_enhancer')
frame_enhancer_module.clear_inference_pool()
state_manager.set_item('frame_enhancer_model', frame_enhancer_model)
if frame_enhancer_module.pre_check():
return gradio.Dropdown(value = state_manager.get_item('frame_enhancer_model'))
return gradio.Dropdown()
def update_frame_enhancer_blend(frame_enhancer_blend : float) -> None:
state_manager.set_item('frame_enhancer_blend', int(frame_enhancer_blend))
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