from typing import Optional, Tuple, List import gradio import deepfuze.globals import deepfuze.choices from deepfuze import wording from deepfuze.typing import FaceMaskType, FaceMaskRegion from deepfuze.uis.core import register_ui_component FACE_MASK_TYPES_CHECKBOX_GROUP : Optional[gradio.CheckboxGroup] = None FACE_MASK_BLUR_SLIDER : Optional[gradio.Slider] = None FACE_MASK_BOX_GROUP : Optional[gradio.Group] = None FACE_MASK_REGION_GROUP : Optional[gradio.Group] = 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 FACE_MASK_REGION_CHECKBOX_GROUP : Optional[gradio.CheckboxGroup] = None def render() -> None: global FACE_MASK_TYPES_CHECKBOX_GROUP global FACE_MASK_BLUR_SLIDER global FACE_MASK_BOX_GROUP global FACE_MASK_REGION_GROUP global FACE_MASK_PADDING_TOP_SLIDER global FACE_MASK_PADDING_RIGHT_SLIDER global FACE_MASK_PADDING_BOTTOM_SLIDER global FACE_MASK_PADDING_LEFT_SLIDER global FACE_MASK_REGION_CHECKBOX_GROUP has_box_mask = 'box' in deepfuze.globals.face_mask_types has_region_mask = 'region' in deepfuze.globals.face_mask_types FACE_MASK_TYPES_CHECKBOX_GROUP = gradio.CheckboxGroup( label = wording.get('uis.face_mask_types_checkbox_group'), choices = deepfuze.choices.face_mask_types, value = deepfuze.globals.face_mask_types ) with gradio.Group(visible = has_box_mask) as FACE_MASK_BOX_GROUP: FACE_MASK_BLUR_SLIDER = gradio.Slider( label = wording.get('uis.face_mask_blur_slider'), step = deepfuze.choices.face_mask_blur_range[1] - deepfuze.choices.face_mask_blur_range[0], minimum = deepfuze.choices.face_mask_blur_range[0], maximum = deepfuze.choices.face_mask_blur_range[-1], value = deepfuze.globals.face_mask_blur ) with gradio.Row(): FACE_MASK_PADDING_TOP_SLIDER = gradio.Slider( label = wording.get('uis.face_mask_padding_top_slider'), step = deepfuze.choices.face_mask_padding_range[1] - deepfuze.choices.face_mask_padding_range[0], minimum = deepfuze.choices.face_mask_padding_range[0], maximum = deepfuze.choices.face_mask_padding_range[-1], value = deepfuze.globals.face_mask_padding[0] ) FACE_MASK_PADDING_RIGHT_SLIDER = gradio.Slider( label = wording.get('uis.face_mask_padding_right_slider'), step = deepfuze.choices.face_mask_padding_range[1] - deepfuze.choices.face_mask_padding_range[0], minimum = deepfuze.choices.face_mask_padding_range[0], maximum = deepfuze.choices.face_mask_padding_range[-1], value = deepfuze.globals.face_mask_padding[1] ) with gradio.Row(): FACE_MASK_PADDING_BOTTOM_SLIDER = gradio.Slider( label = wording.get('uis.face_mask_padding_bottom_slider'), step = deepfuze.choices.face_mask_padding_range[1] - deepfuze.choices.face_mask_padding_range[0], minimum = deepfuze.choices.face_mask_padding_range[0], maximum = deepfuze.choices.face_mask_padding_range[-1], value = deepfuze.globals.face_mask_padding[2] ) FACE_MASK_PADDING_LEFT_SLIDER = gradio.Slider( label = wording.get('uis.face_mask_padding_left_slider'), step = deepfuze.choices.face_mask_padding_range[1] - deepfuze.choices.face_mask_padding_range[0], minimum = deepfuze.choices.face_mask_padding_range[0], maximum = deepfuze.choices.face_mask_padding_range[-1], value = deepfuze.globals.face_mask_padding[3] ) with gradio.Row(): FACE_MASK_REGION_CHECKBOX_GROUP = gradio.CheckboxGroup( label = wording.get('uis.face_mask_region_checkbox_group'), choices = deepfuze.choices.face_mask_regions, value = deepfuze.globals.face_mask_regions, visible = has_region_mask ) register_ui_component('face_mask_types_checkbox_group', FACE_MASK_TYPES_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) register_ui_component('face_mask_region_checkbox_group', FACE_MASK_REGION_CHECKBOX_GROUP) def listen() -> None: FACE_MASK_TYPES_CHECKBOX_GROUP.change(update_face_mask_type, inputs = FACE_MASK_TYPES_CHECKBOX_GROUP, outputs = [ FACE_MASK_TYPES_CHECKBOX_GROUP, FACE_MASK_BOX_GROUP, FACE_MASK_REGION_CHECKBOX_GROUP ]) FACE_MASK_BLUR_SLIDER.release(update_face_mask_blur, inputs = FACE_MASK_BLUR_SLIDER) FACE_MASK_REGION_CHECKBOX_GROUP.change(update_face_mask_regions, inputs = FACE_MASK_REGION_CHECKBOX_GROUP, outputs = FACE_MASK_REGION_CHECKBOX_GROUP) 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_mask_type(face_mask_types : List[FaceMaskType]) -> Tuple[gradio.CheckboxGroup, gradio.Group, gradio.CheckboxGroup]: deepfuze.globals.face_mask_types = face_mask_types or deepfuze.choices.face_mask_types has_box_mask = 'box' in face_mask_types has_region_mask = 'region' in face_mask_types return gradio.CheckboxGroup(value = deepfuze.globals.face_mask_types), gradio.Group(visible = has_box_mask), gradio.CheckboxGroup(visible = has_region_mask) def update_face_mask_blur(face_mask_blur : float) -> None: deepfuze.globals.face_mask_blur = face_mask_blur def update_face_mask_padding(face_mask_padding_top : int, face_mask_padding_right : int, face_mask_padding_bottom : int, face_mask_padding_left : int) -> None: deepfuze.globals.face_mask_padding = (face_mask_padding_top, face_mask_padding_right, face_mask_padding_bottom, face_mask_padding_left) def update_face_mask_regions(face_mask_regions : List[FaceMaskRegion]) -> gradio.CheckboxGroup: deepfuze.globals.face_mask_regions = face_mask_regions or deepfuze.choices.face_mask_regions return gradio.CheckboxGroup(value = deepfuze.globals.face_mask_regions)