| from typing import List, Optional, Tuple | |
| import gradio | |
| from facefusion import state_manager, wording | |
| from facefusion.common_helper import calc_float_step, calc_int_step | |
| from facefusion.processors import choices as processors_choices | |
| from facefusion.processors.core import load_processor_module | |
| from facefusion.processors.types import FaceEnhancerModel | |
| from facefusion.uis.core import get_ui_component, register_ui_component | |
| FACE_ENHANCER_MODEL_DROPDOWN : Optional[gradio.Dropdown] = None | |
| FACE_ENHANCER_BLEND_SLIDER : Optional[gradio.Slider] = None | |
| FACE_ENHANCER_WEIGHT_SLIDER : Optional[gradio.Slider] = None | |
| def render() -> None: | |
| global FACE_ENHANCER_MODEL_DROPDOWN | |
| global FACE_ENHANCER_BLEND_SLIDER | |
| global FACE_ENHANCER_WEIGHT_SLIDER | |
| has_face_enhancer = 'face_enhancer' in state_manager.get_item('processors') | |
| FACE_ENHANCER_MODEL_DROPDOWN = gradio.Dropdown( | |
| label = wording.get('uis.face_enhancer_model_dropdown'), | |
| choices = processors_choices.face_enhancer_models, | |
| value = state_manager.get_item('face_enhancer_model'), | |
| visible = has_face_enhancer | |
| ) | |
| FACE_ENHANCER_BLEND_SLIDER = gradio.Slider( | |
| label = wording.get('uis.face_enhancer_blend_slider'), | |
| value = state_manager.get_item('face_enhancer_blend'), | |
| step = calc_int_step(processors_choices.face_enhancer_blend_range), | |
| minimum = processors_choices.face_enhancer_blend_range[0], | |
| maximum = processors_choices.face_enhancer_blend_range[-1], | |
| visible = has_face_enhancer | |
| ) | |
| FACE_ENHANCER_WEIGHT_SLIDER = gradio.Slider( | |
| label = wording.get('uis.face_enhancer_weight_slider'), | |
| value = state_manager.get_item('face_enhancer_weight'), | |
| step = calc_float_step(processors_choices.face_enhancer_weight_range), | |
| minimum = processors_choices.face_enhancer_weight_range[0], | |
| maximum = processors_choices.face_enhancer_weight_range[-1], | |
| visible = has_face_enhancer and load_processor_module('face_enhancer').get_inference_pool() and load_processor_module('face_enhancer').has_weight_input() | |
| ) | |
| register_ui_component('face_enhancer_model_dropdown', FACE_ENHANCER_MODEL_DROPDOWN) | |
| register_ui_component('face_enhancer_blend_slider', FACE_ENHANCER_BLEND_SLIDER) | |
| register_ui_component('face_enhancer_weight_slider', FACE_ENHANCER_WEIGHT_SLIDER) | |
| def listen() -> None: | |
| FACE_ENHANCER_MODEL_DROPDOWN.change(update_face_enhancer_model, inputs = FACE_ENHANCER_MODEL_DROPDOWN, outputs = [ FACE_ENHANCER_MODEL_DROPDOWN, FACE_ENHANCER_WEIGHT_SLIDER ]) | |
| FACE_ENHANCER_BLEND_SLIDER.release(update_face_enhancer_blend, inputs = FACE_ENHANCER_BLEND_SLIDER) | |
| FACE_ENHANCER_WEIGHT_SLIDER.release(update_face_enhancer_weight, inputs = FACE_ENHANCER_WEIGHT_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 = [ FACE_ENHANCER_MODEL_DROPDOWN, FACE_ENHANCER_BLEND_SLIDER, FACE_ENHANCER_WEIGHT_SLIDER ]) | |
| def remote_update(processors : List[str]) -> Tuple[gradio.Dropdown, gradio.Slider, gradio.Slider]: | |
| has_face_enhancer = 'face_enhancer' in processors | |
| return gradio.Dropdown(visible = has_face_enhancer), gradio.Slider(visible = has_face_enhancer), gradio.Slider(visible = has_face_enhancer and load_processor_module('face_enhancer').get_inference_pool() and load_processor_module('face_enhancer').has_weight_input()) | |
| def update_face_enhancer_model(face_enhancer_model : FaceEnhancerModel) -> Tuple[gradio.Dropdown, gradio.Slider]: | |
| face_enhancer_module = load_processor_module('face_enhancer') | |
| face_enhancer_module.clear_inference_pool() | |
| state_manager.set_item('face_enhancer_model', face_enhancer_model) | |
| if face_enhancer_module.pre_check(): | |
| return gradio.Dropdown(value = state_manager.get_item('face_enhancer_model')), gradio.Slider(visible = face_enhancer_module.has_weight_input()) | |
| return gradio.Dropdown(), gradio.Slider() | |
| def update_face_enhancer_blend(face_enhancer_blend : float) -> None: | |
| state_manager.set_item('face_enhancer_blend', int(face_enhancer_blend)) | |
| def update_face_enhancer_weight(face_enhancer_weight : float) -> None: | |
| state_manager.set_item('face_enhancer_weight', face_enhancer_weight) | |