#!/usr/bin/env python # -*- coding: utf-8 -*- r""" @DATE: 2024/9/5 19:20 @File: context.py @IDE: pycharm @Description: 证件照创建上下文类,用于同步信息 """ from typing import Optional, Callable, Tuple import numpy as np class Params: def __init__( self, size: Tuple[int, int] = (413, 295), change_bg_only: bool = False, head_measure_ratio: float = 0.2, head_height_ratio: float = 0.45, head_top_range: float = (0.12, 0.1), ): self.__size = size self.__change_bg_only = change_bg_only self.__head_measure_ratio = head_measure_ratio self.__head_height_ratio = head_height_ratio self.__head_top_range = head_top_range @property def size(self): return self.__size @property def change_bg_only(self): return self.__change_bg_only @property def head_measure_ratio(self): return self.__head_measure_ratio @property def head_height_ratio(self): return self.__head_height_ratio @property def head_top_range(self): return self.__head_top_range class Result: def __init__( self, standard: np.ndarray, hd: np.ndarray, clothing_params: Optional[dict], typography_params: Optional[dict], ): self.standard = standard self.hd = hd self.clothing_params = clothing_params """ 服装参数,仅换底时为 None """ self.typography_params = typography_params """ 排版参数,仅换底时为 None """ def __iter__(self): return iter( [self.standard, self.hd, self.clothing_params, self.typography_params] ) class Context: def __init__(self, params: Params): self.params: Params = params """ 证件照处理参数 """ self.origin_image: Optional[np.ndarray] = None """ 输入的原始图像,处理时会进行resize,长宽不一定等于输入图像 """ self.processing_image: Optional[np.ndarray] = None """ 当前正在处理的图像 """ self.matting_image: Optional[np.ndarray] = None """ 人像抠图结果 """ self.face: Optional[Tuple[int, int, int, int, float]] = None """ 人脸检测结果,大于一个人脸时已在上层抛出异常 元组长度为5,包含 x1, y1, x2, y2, score 的坐标, (x1, y1)为左上角坐标,(x2, y2)为右下角坐标, score为置信度, 最大值为1 """ self.result: Optional[Result] = None """ 证件照处理结果 """ ContextHandler = Optional[Callable[[Context], None]]