dev(narugo): fix errors on operate

    A tool for obscuring specified regions on an image.

"""

from functools import lru_cache

from typing import Tuple, Type, List

from typing import Tuple, Type, List, Optional

from PIL import Image, ImageFilter

def censor_nsfw(image: ImageTyping, method: str, nipple_f: bool = False, penis: bool = True, pussy: bool = True,

                level: str = 's', version: str = 'v1.0', max_infer_size=640,

                level: str = 's', version: str = 'v1.0', model_name: Optional[str] = None,

                conf_threshold: float = 0.3, iou_threshold: float = 0.7, **kwargs):

    """

    Applies censoring to sensitive areas in NSFW images based on object detection.

    :param version: The version of the NSFW object detection model. Default is ``v1.0``.

    :type version: str

    :param max_infer_size: The maximum size for inference. Default is ``640``.

    :type max_infer_size: int

    :param model_name: Optional custom model name. If not provided, it will be constructed

                       from the version and level.

    :type model_name: Optional[str]

    :param conf_threshold: The confidence threshold for object detection. Default is ``0.3``.

    :type conf_threshold: float

    """

    image = load_image(image, mode='RGB')

    areas = detect_censors(image, level, version, max_infer_size, conf_threshold, iou_threshold)

    areas = detect_censors(

        image=image,

        level=level,

        version=version,

        model_name=model_name,

        conf_threshold=conf_threshold,

        iou_threshold=iou_threshold,

    )

    c_areas = []

    for area, label, score in areas: