from typing import Dict, NamedTuple, Tuple import numpy as np class Point(NamedTuple): x: int y: int class Landmarks(NamedTuple): eye1: Point eye2: Point nose: Point mouth1: Point mouth2: Point class Rect: def __init__( self, left: int, top: int, right: int, bottom: int, tag: str = "face", landmarks: Landmarks = None, attributes: Dict[str, str] = {}, ) -> None: self.tag = tag self.left = left self.top = top self.right = right self.bottom = bottom self.center = int((right + left) / 2) self.middle = int((top + bottom) / 2) self.width = right - left self.height = bottom - top self.size = self.width * self.height self.landmarks = landmarks self.attributes = attributes @classmethod def from_ndarray( cls, face_box: np.ndarray, tag: str = "face", landmarks: Landmarks = None, attributes: Dict[str, str] = {}, ) -> "Rect": left, top, right, bottom, *_ = list(map(int, face_box)) return cls(left, top, right, bottom, tag, landmarks, attributes) def to_tuple(self) -> Tuple[int, int, int, int]: return self.left, self.top, self.right, self.bottom def to_square(self): left, top, right, bottom = self.to_tuple() width = right - left height = bottom - top if width % 2 == 1: right = right + 1 width = width + 1 if height % 2 == 1: bottom = bottom + 1 height = height + 1 diff = int(abs(width - height) / 2) if width > height: top = top - diff bottom = bottom + diff else: left = left - diff right = right + diff return left, top, right, bottom