#!/usr/bin/python3 # -*- coding: utf-8 -*- import copy from typing import List, Union import cv2 as cv def show_image(image, win_name='input image'): # cv.namedWindow(win_name, cv.WINDOW_NORMAL) cv.namedWindow(win_name, cv.WINDOW_AUTOSIZE) cv.imshow(win_name, image) cv.waitKey(0) cv.destroyAllWindows() return def erode(labels: List[Union[str, int]], erode_label: Union[str, int], n: int = 1): """ 遍历 labels 列表, 将连续的 erode_label 标签侵蚀 n 个. """ result = list() in_span = False count = 0 for idx, label in enumerate(labels): if label == erode_label: if not in_span: in_span = True count = 0 if count < n: if len(result) == 0: result.append(label) else: result.append(result[-1]) count += 1 continue else: result.append(label) continue elif label != erode_label: if in_span: in_span = False for i in range(min(len(result), n)): result[-i-1] = label result.append(label) continue else: result.append(label) continue result.append(label) return result def dilate(labels: List[Union[str, int]], dilate_label: Union[str, int], n: int = 1): """ 遍历 labels 列表, 将连续的 dilate_label 标签扩张 n 个. """ result = list() in_span = False count = float('inf') for idx, label in enumerate(labels): if count < n: result.append(dilate_label) count += 1 continue if label == dilate_label: if not in_span: in_span = True for i in range(min(len(result), n)): result[-i-1] = label result.append(label) continue else: result.append(label) continue else: if in_span: in_span = False result.append(dilate_label) count = 1 continue else: result.append(label) continue return result def demo1(): labels = [ 'voice', 'mute', 'mute', 'voice', 'voice', 'voice', 'voice', 'bell', 'bell', 'bell', 'mute', 'mute', 'mute', 'voice', ] result = erode( labels=labels, erode_label='voice', n=1, ) print(len(labels)) print(len(result)) print(result) return def demo2(): labels = [ 'voice', 'mute', 'mute', 'voice', 'voice', 'voice', 'voice', 'bell', 'bell', 'bell', 'mute', 'mute', 'mute', 'voice', ] result = dilate( labels=labels, dilate_label='voice', n=2, ) print(len(labels)) print(len(result)) print(result) return def demo3(): import time labels = ['mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'voice', 'bell', 'bell', 'bell', 'bell', 'bell', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'bell', 'bell', 'bell', 'bell', 'bell', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'bell', 'bell', 'bell', 'bell', 'bell', 'bell', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute', 'mute'] begin = time.time() labels = erode(labels, erode_label='music', n=1) labels = dilate(labels, dilate_label='music', n=1) labels = dilate(labels, dilate_label='voice', n=2) labels = erode(labels, erode_label='voice', n=2) labels = erode(labels, erode_label='voice', n=1) labels = dilate(labels, dilate_label='voice', n=3) cost = time.time() - begin print(cost) print(labels) return if __name__ == '__main__': # demo1() # demo2() demo3()