from typing import List, Optional, Tuple import gradio from facefusion import state_manager, wording from facefusion.common_helper import calc_float_step from facefusion.processors import choices as processors_choices from facefusion.processors.core import load_processor_module from facefusion.processors.typing import ExpressionRestorerModel from facefusion.uis.core import get_ui_component, register_ui_component EXPRESSION_RESTORER_MODEL_DROPDOWN : Optional[gradio.Dropdown] = None EXPRESSION_RESTORER_FACTOR_SLIDER : Optional[gradio.Slider] = None def render() -> None: global EXPRESSION_RESTORER_MODEL_DROPDOWN global EXPRESSION_RESTORER_FACTOR_SLIDER EXPRESSION_RESTORER_MODEL_DROPDOWN = gradio.Dropdown( label = wording.get('uis.expression_restorer_model_dropdown'), choices = processors_choices.expression_restorer_models, value = state_manager.get_item('expression_restorer_model'), visible = 'expression_restorer' in state_manager.get_item('processors') ) EXPRESSION_RESTORER_FACTOR_SLIDER = gradio.Slider( label = wording.get('uis.expression_restorer_factor_slider'), value = state_manager.get_item('expression_restorer_factor'), step = calc_float_step(processors_choices.expression_restorer_factor_range), minimum = processors_choices.expression_restorer_factor_range[0], maximum = processors_choices.expression_restorer_factor_range[-1], visible = 'expression_restorer' in state_manager.get_item('processors'), ) register_ui_component('expression_restorer_model_dropdown', EXPRESSION_RESTORER_MODEL_DROPDOWN) register_ui_component('expression_restorer_factor_slider', EXPRESSION_RESTORER_FACTOR_SLIDER) def listen() -> None: EXPRESSION_RESTORER_MODEL_DROPDOWN.change(update_expression_restorer_model, inputs = EXPRESSION_RESTORER_MODEL_DROPDOWN, outputs = EXPRESSION_RESTORER_MODEL_DROPDOWN) EXPRESSION_RESTORER_FACTOR_SLIDER.release(update_expression_restorer_factor, inputs = EXPRESSION_RESTORER_FACTOR_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 = [ EXPRESSION_RESTORER_MODEL_DROPDOWN, EXPRESSION_RESTORER_FACTOR_SLIDER ]) def remote_update(processors : List[str]) -> Tuple[gradio.Dropdown, gradio.Slider]: has_expression_restorer = 'expression_restorer' in processors return gradio.Dropdown(visible = has_expression_restorer), gradio.Slider(visible = has_expression_restorer) def update_expression_restorer_model(expression_restorer_model : ExpressionRestorerModel) -> gradio.Dropdown: expression_restorer_module = load_processor_module('expression_restorer') expression_restorer_module.clear_processor() state_manager.set_item('expression_restorer_model', expression_restorer_model) if expression_restorer_module.pre_check(): return gradio.Dropdown(value = state_manager.get_item('expression_restorer_model')) return gradio.Dropdown() def update_expression_restorer_factor(expression_restorer_factor : float) -> None: state_manager.set_item('expression_restorer_factor', int(expression_restorer_factor))