| from typing import List, Optional, Tuple | |
| import gradio | |
| import facefusion.choices | |
| from facefusion import face_masker, state_manager, wording | |
| from facefusion.common_helper import calc_float_step, calc_int_step | |
| from facefusion.types import FaceMaskRegion, FaceMaskType, FaceOccluderModel, FaceParserModel | |
| from facefusion.uis.core import register_ui_component | |
| FACE_OCCLUDER_MODEL_DROPDOWN : Optional[gradio.Dropdown] = None | |
| FACE_PARSER_MODEL_DROPDOWN : Optional[gradio.Dropdown] = None | |
| FACE_MASK_TYPES_CHECKBOX_GROUP : Optional[gradio.CheckboxGroup] = None | |
| FACE_MASK_REGIONS_CHECKBOX_GROUP : Optional[gradio.CheckboxGroup] = None | |
| FACE_MASK_BLUR_SLIDER : Optional[gradio.Slider] = None | |
| FACE_MASK_PADDING_TOP_SLIDER : Optional[gradio.Slider] = None | |
| FACE_MASK_PADDING_RIGHT_SLIDER : Optional[gradio.Slider] = None | |
| FACE_MASK_PADDING_BOTTOM_SLIDER : Optional[gradio.Slider] = None | |
| FACE_MASK_PADDING_LEFT_SLIDER : Optional[gradio.Slider] = None | |
| def render() -> None: | |
| global FACE_OCCLUDER_MODEL_DROPDOWN | |
| global FACE_PARSER_MODEL_DROPDOWN | |
| global FACE_MASK_TYPES_CHECKBOX_GROUP | |
| global FACE_MASK_REGIONS_CHECKBOX_GROUP | |
| global FACE_MASK_BLUR_SLIDER | |
| global FACE_MASK_PADDING_TOP_SLIDER | |
| global FACE_MASK_PADDING_RIGHT_SLIDER | |
| global FACE_MASK_PADDING_BOTTOM_SLIDER | |
| global FACE_MASK_PADDING_LEFT_SLIDER | |
| has_box_mask = 'box' in state_manager.get_item('face_mask_types') | |
| has_region_mask = 'region' in state_manager.get_item('face_mask_types') | |
| with gradio.Row(): | |
| FACE_OCCLUDER_MODEL_DROPDOWN = gradio.Dropdown( | |
| label = wording.get('uis.face_occluder_model_dropdown'), | |
| choices = facefusion.choices.face_occluder_models, | |
| value = state_manager.get_item('face_occluder_model') | |
| ) | |
| FACE_PARSER_MODEL_DROPDOWN = gradio.Dropdown( | |
| label = wording.get('uis.face_parser_model_dropdown'), | |
| choices = facefusion.choices.face_parser_models, | |
| value = state_manager.get_item('face_parser_model') | |
| ) | |
| FACE_MASK_TYPES_CHECKBOX_GROUP = gradio.CheckboxGroup( | |
| label = wording.get('uis.face_mask_types_checkbox_group'), | |
| choices = facefusion.choices.face_mask_types, | |
| value = state_manager.get_item('face_mask_types') | |
| ) | |
| FACE_MASK_REGIONS_CHECKBOX_GROUP = gradio.CheckboxGroup( | |
| label = wording.get('uis.face_mask_regions_checkbox_group'), | |
| choices = facefusion.choices.face_mask_regions, | |
| value = state_manager.get_item('face_mask_regions'), | |
| visible = has_region_mask | |
| ) | |
| FACE_MASK_BLUR_SLIDER = gradio.Slider( | |
| label = wording.get('uis.face_mask_blur_slider'), | |
| step = calc_float_step(facefusion.choices.face_mask_blur_range), | |
| minimum = facefusion.choices.face_mask_blur_range[0], | |
| maximum = facefusion.choices.face_mask_blur_range[-1], | |
| value = state_manager.get_item('face_mask_blur'), | |
| visible = has_box_mask | |
| ) | |
| with gradio.Group(): | |
| with gradio.Row(): | |
| FACE_MASK_PADDING_TOP_SLIDER = gradio.Slider( | |
| label = wording.get('uis.face_mask_padding_top_slider'), | |
| step = calc_int_step(facefusion.choices.face_mask_padding_range), | |
| minimum = facefusion.choices.face_mask_padding_range[0], | |
| maximum = facefusion.choices.face_mask_padding_range[-1], | |
| value = state_manager.get_item('face_mask_padding')[0], | |
| visible = has_box_mask | |
| ) | |
| FACE_MASK_PADDING_RIGHT_SLIDER = gradio.Slider( | |
| label = wording.get('uis.face_mask_padding_right_slider'), | |
| step = calc_int_step(facefusion.choices.face_mask_padding_range), | |
| minimum = facefusion.choices.face_mask_padding_range[0], | |
| maximum = facefusion.choices.face_mask_padding_range[-1], | |
| value = state_manager.get_item('face_mask_padding')[1], | |
| visible = has_box_mask | |
| ) | |
| with gradio.Row(): | |
| FACE_MASK_PADDING_BOTTOM_SLIDER = gradio.Slider( | |
| label = wording.get('uis.face_mask_padding_bottom_slider'), | |
| step = calc_int_step(facefusion.choices.face_mask_padding_range), | |
| minimum = facefusion.choices.face_mask_padding_range[0], | |
| maximum = facefusion.choices.face_mask_padding_range[-1], | |
| value = state_manager.get_item('face_mask_padding')[2], | |
| visible = has_box_mask | |
| ) | |
| FACE_MASK_PADDING_LEFT_SLIDER = gradio.Slider( | |
| label = wording.get('uis.face_mask_padding_left_slider'), | |
| step = calc_int_step(facefusion.choices.face_mask_padding_range), | |
| minimum = facefusion.choices.face_mask_padding_range[0], | |
| maximum = facefusion.choices.face_mask_padding_range[-1], | |
| value = state_manager.get_item('face_mask_padding')[3], | |
| visible = has_box_mask | |
| ) | |
| register_ui_component('face_occluder_model_dropdown', FACE_OCCLUDER_MODEL_DROPDOWN) | |
| register_ui_component('face_parser_model_dropdown', FACE_PARSER_MODEL_DROPDOWN) | |
| register_ui_component('face_mask_types_checkbox_group', FACE_MASK_TYPES_CHECKBOX_GROUP) | |
| register_ui_component('face_mask_regions_checkbox_group', FACE_MASK_REGIONS_CHECKBOX_GROUP) | |
| register_ui_component('face_mask_blur_slider', FACE_MASK_BLUR_SLIDER) | |
| register_ui_component('face_mask_padding_top_slider', FACE_MASK_PADDING_TOP_SLIDER) | |
| register_ui_component('face_mask_padding_right_slider', FACE_MASK_PADDING_RIGHT_SLIDER) | |
| register_ui_component('face_mask_padding_bottom_slider', FACE_MASK_PADDING_BOTTOM_SLIDER) | |
| register_ui_component('face_mask_padding_left_slider', FACE_MASK_PADDING_LEFT_SLIDER) | |
| def listen() -> None: | |
| FACE_OCCLUDER_MODEL_DROPDOWN.change(update_face_occluder_model, inputs = FACE_OCCLUDER_MODEL_DROPDOWN) | |
| FACE_PARSER_MODEL_DROPDOWN.change(update_face_parser_model, inputs = FACE_PARSER_MODEL_DROPDOWN) | |
| FACE_MASK_TYPES_CHECKBOX_GROUP.change(update_face_mask_types, inputs = FACE_MASK_TYPES_CHECKBOX_GROUP, outputs = [ FACE_MASK_TYPES_CHECKBOX_GROUP, FACE_MASK_REGIONS_CHECKBOX_GROUP, FACE_MASK_BLUR_SLIDER, FACE_MASK_PADDING_TOP_SLIDER, FACE_MASK_PADDING_RIGHT_SLIDER, FACE_MASK_PADDING_BOTTOM_SLIDER, FACE_MASK_PADDING_LEFT_SLIDER ]) | |
| FACE_MASK_REGIONS_CHECKBOX_GROUP.change(update_face_mask_regions, inputs = FACE_MASK_REGIONS_CHECKBOX_GROUP, outputs = FACE_MASK_REGIONS_CHECKBOX_GROUP) | |
| FACE_MASK_BLUR_SLIDER.release(update_face_mask_blur, inputs = FACE_MASK_BLUR_SLIDER) | |
| face_mask_padding_sliders = [ FACE_MASK_PADDING_TOP_SLIDER, FACE_MASK_PADDING_RIGHT_SLIDER, FACE_MASK_PADDING_BOTTOM_SLIDER, FACE_MASK_PADDING_LEFT_SLIDER ] | |
| for face_mask_padding_slider in face_mask_padding_sliders: | |
| face_mask_padding_slider.release(update_face_mask_padding, inputs = face_mask_padding_sliders) | |
| def update_face_occluder_model(face_occluder_model : FaceOccluderModel) -> gradio.Dropdown: | |
| face_masker.clear_inference_pool() | |
| state_manager.set_item('face_occluder_model', face_occluder_model) | |
| if face_masker.pre_check(): | |
| return gradio.Dropdown(value = state_manager.get_item('face_occluder_model')) | |
| return gradio.Dropdown() | |
| def update_face_parser_model(face_parser_model : FaceParserModel) -> gradio.Dropdown: | |
| face_masker.clear_inference_pool() | |
| state_manager.set_item('face_parser_model', face_parser_model) | |
| if face_masker.pre_check(): | |
| return gradio.Dropdown(value = state_manager.get_item('face_parser_model')) | |
| return gradio.Dropdown() | |
| def update_face_mask_types(face_mask_types : List[FaceMaskType]) -> Tuple[gradio.CheckboxGroup, gradio.CheckboxGroup, gradio.Slider, gradio.Slider, gradio.Slider, gradio.Slider, gradio.Slider]: | |
| face_mask_types = face_mask_types or facefusion.choices.face_mask_types | |
| state_manager.set_item('face_mask_types', face_mask_types) | |
| has_box_mask = 'box' in face_mask_types | |
| has_region_mask = 'region' in face_mask_types | |
| return gradio.CheckboxGroup(value = state_manager.get_item('face_mask_types')), gradio.CheckboxGroup(visible = has_region_mask), gradio.Slider(visible = has_box_mask), gradio.Slider(visible = has_box_mask), gradio.Slider(visible = has_box_mask), gradio.Slider(visible = has_box_mask), gradio.Slider(visible = has_box_mask) | |
| def update_face_mask_regions(face_mask_regions : List[FaceMaskRegion]) -> gradio.CheckboxGroup: | |
| face_mask_regions = face_mask_regions or facefusion.choices.face_mask_regions | |
| state_manager.set_item('face_mask_regions', face_mask_regions) | |
| return gradio.CheckboxGroup(value = state_manager.get_item('face_mask_regions')) | |
| def update_face_mask_blur(face_mask_blur : float) -> None: | |
| state_manager.set_item('face_mask_blur', face_mask_blur) | |
| def update_face_mask_padding(face_mask_padding_top : float, face_mask_padding_right : float, face_mask_padding_bottom : float, face_mask_padding_left : float) -> None: | |
| face_mask_padding = (int(face_mask_padding_top), int(face_mask_padding_right), int(face_mask_padding_bottom), int(face_mask_padding_left)) | |
| state_manager.set_item('face_mask_padding', face_mask_padding) | |