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from typing import Optional
import gradio
import DeepFakeAI.globals
import DeepFakeAI.choices
from DeepFakeAI import wording
from DeepFakeAI.typing import FaceAnalyserOrder, FaceAnalyserAge, FaceAnalyserGender, FaceDetectorModel
from DeepFakeAI.uis.core import register_ui_component
FACE_ANALYSER_ORDER_DROPDOWN : Optional[gradio.Dropdown] = None
FACE_ANALYSER_AGE_DROPDOWN : Optional[gradio.Dropdown] = None
FACE_ANALYSER_GENDER_DROPDOWN : Optional[gradio.Dropdown] = None
FACE_DETECTOR_SIZE_DROPDOWN : Optional[gradio.Dropdown] = None
FACE_DETECTOR_SCORE_SLIDER : Optional[gradio.Slider] = None
FACE_DETECTOR_MODEL_DROPDOWN : Optional[gradio.Dropdown] = None
def render() -> None:
global FACE_ANALYSER_ORDER_DROPDOWN
global FACE_ANALYSER_AGE_DROPDOWN
global FACE_ANALYSER_GENDER_DROPDOWN
global FACE_DETECTOR_SIZE_DROPDOWN
global FACE_DETECTOR_SCORE_SLIDER
global FACE_DETECTOR_MODEL_DROPDOWN
with gradio.Row():
FACE_ANALYSER_ORDER_DROPDOWN = gradio.Dropdown(
label = wording.get('face_analyser_order_dropdown_label'),
choices = DeepFakeAI.choices.face_analyser_orders,
value = DeepFakeAI.globals.face_analyser_order
)
FACE_ANALYSER_AGE_DROPDOWN = gradio.Dropdown(
label = wording.get('face_analyser_age_dropdown_label'),
choices = [ 'none' ] + DeepFakeAI.choices.face_analyser_ages,
value = DeepFakeAI.globals.face_analyser_age or 'none'
)
FACE_ANALYSER_GENDER_DROPDOWN = gradio.Dropdown(
label = wording.get('face_analyser_gender_dropdown_label'),
choices = [ 'none' ] + DeepFakeAI.choices.face_analyser_genders,
value = DeepFakeAI.globals.face_analyser_gender or 'none'
)
FACE_DETECTOR_MODEL_DROPDOWN = gradio.Dropdown(
label = wording.get('face_detector_model_dropdown_label'),
choices = DeepFakeAI.choices.face_detector_models,
value = DeepFakeAI.globals.face_detector_model
)
FACE_DETECTOR_SIZE_DROPDOWN = gradio.Dropdown(
label = wording.get('face_detector_size_dropdown_label'),
choices = DeepFakeAI.choices.face_detector_sizes,
value = DeepFakeAI.globals.face_detector_size
)
FACE_DETECTOR_SCORE_SLIDER = gradio.Slider(
label = wording.get('face_detector_score_slider_label'),
value = DeepFakeAI.globals.face_detector_score,
step = DeepFakeAI.choices.face_detector_score_range[1] - DeepFakeAI.choices.face_detector_score_range[0],
minimum = DeepFakeAI.choices.face_detector_score_range[0],
maximum = DeepFakeAI.choices.face_detector_score_range[-1]
)
register_ui_component('face_analyser_order_dropdown', FACE_ANALYSER_ORDER_DROPDOWN)
register_ui_component('face_analyser_age_dropdown', FACE_ANALYSER_AGE_DROPDOWN)
register_ui_component('face_analyser_gender_dropdown', FACE_ANALYSER_GENDER_DROPDOWN)
register_ui_component('face_detector_model_dropdown', FACE_DETECTOR_MODEL_DROPDOWN)
register_ui_component('face_detector_size_dropdown', FACE_DETECTOR_SIZE_DROPDOWN)
register_ui_component('face_detector_score_slider', FACE_DETECTOR_SCORE_SLIDER)
def listen() -> None:
FACE_ANALYSER_ORDER_DROPDOWN.select(update_face_analyser_order, inputs = FACE_ANALYSER_ORDER_DROPDOWN)
FACE_ANALYSER_AGE_DROPDOWN.select(update_face_analyser_age, inputs = FACE_ANALYSER_AGE_DROPDOWN)
FACE_ANALYSER_GENDER_DROPDOWN.select(update_face_analyser_gender, inputs = FACE_ANALYSER_GENDER_DROPDOWN)
FACE_DETECTOR_MODEL_DROPDOWN.change(update_face_detector_model, inputs = FACE_DETECTOR_MODEL_DROPDOWN)
FACE_DETECTOR_SIZE_DROPDOWN.select(update_face_detector_size, inputs = FACE_DETECTOR_SIZE_DROPDOWN)
FACE_DETECTOR_SCORE_SLIDER.change(update_face_detector_score, inputs = FACE_DETECTOR_SCORE_SLIDER)
def update_face_analyser_order(face_analyser_order : FaceAnalyserOrder) -> None:
DeepFakeAI.globals.face_analyser_order = face_analyser_order if face_analyser_order != 'none' else None
def update_face_analyser_age(face_analyser_age : FaceAnalyserAge) -> None:
DeepFakeAI.globals.face_analyser_age = face_analyser_age if face_analyser_age != 'none' else None
def update_face_analyser_gender(face_analyser_gender : FaceAnalyserGender) -> None:
DeepFakeAI.globals.face_analyser_gender = face_analyser_gender if face_analyser_gender != 'none' else None
def update_face_detector_model(face_detector_model : FaceDetectorModel) -> None:
DeepFakeAI.globals.face_detector_model = face_detector_model
def update_face_detector_size(face_detector_size : str) -> None:
DeepFakeAI.globals.face_detector_size = face_detector_size
def update_face_detector_score(face_detector_score : float) -> None:
DeepFakeAI.globals.face_detector_score = face_detector_score
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