当前vscode环境下 多进程多线程运行情况探究

我的代码

其中在“打开图片时”、“进入子进程之前”、“子进程join前”、“进入子进程区域后”，“子进程join后”、“进入子线程区域后”分别打印了进程线程的编号和数量。

# -*- coding: utf-8 -*-# Form implementation generated from reading ui file 'test2.ui'
#
# Created by: PyQt5 UI code generator 5.15.4
#
# WARNING: Any manual changes made to this file will be lost when pyuic5 is
# run again.  Do not edit this file unless you know what you are doing.
'''
这个文件用于显示PyQt，无需输入正确的账号和密码就可以登录进去
选择图片的时候只能选择28*28像素的图片，也就是TestDigitImgs的第一张图片
'''
'''PyQt'''
from PyQt5 import QtCore, QtGui, QtWidgets
from PyQt5.QtWidgets import QFileDialog
from PyQt5.QtCore import QUrl
from PyQt5.QtGui import QDesktopServices
from PyQt5.QtCore import Qt
from PyQt5.QtWidgets import QApplication
from PyQt5.QtCore import Qt
from PyQt5.QtGui import QPixmap
from PyQt5.QtCore import QThread, pyqtSignal
from PyQt5.QtWidgets import  QApplication, QFileDialog, QMessageBox
from PyQt5.Qt import Qt, QIcon
from PyQt5 import QtCore, QtGui, QtWidgets
'''调用类'''
import os
from multiprocessing import Process
from multiprocessing import Process, Queue
import threading
# from Docx import GenerateDocx
# import cv2
# import math
# import utils
# import numpy as np
# from docx2pdf import convert# from mmdeploy_runtime import Detector, Classifier
# from datetime import datetime
# 获取当前日期和时间INFER_WINDOW_SIZE = [1024, 1024]
INFER_WINDOW_STRIDES = (960, 960)
OVERLAP_NMS_THRESHOLD = 0.5
BBOX_DISPLAY_CONFIDENCE = 0.5CATEGORY_COLOR = {   'papule':(140,240,255),'nevus':(162,247,223),'nodule':(152,192,250),'open_comedo':(86,143,128),'closed_comedo':(60,57,166),'atrophic_scar':(103,49,132),'hypertrophic_scar':(249,233,160),'melasma':(164,93,222),'pustule':(235,177,161),'other':(233,222,252)}CATEGORY_INDEX = {0:'papule',1:'nevus',2:'nodule',3:'open_comedo',4:'closed_comedo',5:'atrophic_scar',6:'hypertrophic_scar',7:'melasma',8:'pustule',9:'other'}CLASSIFICATION_DRUG = {1:"无需治疗",2:"BPO或弱效维A酸类外用",3:"BPO联合维A酸类外用",4:"BPO联合维A酸,考虑口服抗生素",5:"BPO联合维A酸,口服抗生素",6:"BPO联合维A酸,口服抗生素,并开始考虑异维A酸",7:"BPO联合维A酸,口服抗生素,推荐异维A酸",8:"异维A酸"
}QApplication.processEvents()class Ui_MainWindow(object):def setupUi(self, MainWindow):MainWindow.setObjectName("MainWindow")MainWindow.resize(1410, 902)MainWindow.setWindowIcon(QIcon('./icon/main.ico'))self.centralwidget = QtWidgets.QWidget(MainWindow)self.centralwidget.setObjectName("centralwidget")self.verticalLayout = QtWidgets.QVBoxLayout(self.centralwidget)self.verticalLayout.setObjectName("verticalLayout")self.groupBox_main = QtWidgets.QGroupBox(self.centralwidget)self.groupBox_main.setTitle("")self.groupBox_main.setObjectName("groupBox_main")self.verticalLayout_2 = QtWidgets.QVBoxLayout(self.groupBox_main)self.verticalLayout_2.setObjectName("verticalLayout_2")self.horizontalLayout_largest = QtWidgets.QHBoxLayout()self.horizontalLayout_largest.setObjectName("horizontalLayout_largest")self.groupBox_left = QtWidgets.QGroupBox(self.groupBox_main)self.groupBox_left.setMinimumSize(QtCore.QSize(320, 0))self.groupBox_left.setMaximumSize(QtCore.QSize(320, 16777215))self.groupBox_left.setTitle("")self.groupBox_left.setObjectName("groupBox_left")self.verticalLayout_8 = QtWidgets.QVBoxLayout(self.groupBox_left)self.verticalLayout_8.setObjectName("verticalLayout_8")self.groupBox_menu = QtWidgets.QGroupBox(self.groupBox_left)self.groupBox_menu.setMinimumSize(QtCore.QSize(300, 40))self.groupBox_menu.setMaximumSize(QtCore.QSize(16777215, 40))self.groupBox_menu.setTitle("")self.groupBox_menu.setObjectName("groupBox_menu")self.horizontalLayout_6 = QtWidgets.QHBoxLayout(self.groupBox_menu)self.horizontalLayout_6.setObjectName("horizontalLayout_6")self.label_menu = QtWidgets.QLabel(self.groupBox_menu)self.label_menu.setStyleSheet("font-size: 22px;")self.label_menu.setObjectName("label_menu")self.horizontalLayout_6.addWidget(self.label_menu)spacerItem = QtWidgets.QSpacerItem(205, 17, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)self.horizontalLayout_6.addItem(spacerItem)self.verticalLayout_8.addWidget(self.groupBox_menu)self.groupBox_startAction = QtWidgets.QGroupBox(self.groupBox_left)self.groupBox_startAction.setMaximumSize(QtCore.QSize(16777215, 130))self.groupBox_startAction.setTitle("")self.groupBox_startAction.setObjectName("groupBox_startAction")self.verticalLayout_4 = QtWidgets.QVBoxLayout(self.groupBox_startAction)self.verticalLayout_4.setObjectName("verticalLayout_4")self.horizontalLayout_imgAndDir = QtWidgets.QHBoxLayout()self.horizontalLayout_imgAndDir.setObjectName("horizontalLayout_imgAndDir")self.pushButton_selectImg = QtWidgets.QPushButton(self.groupBox_startAction)self.pushButton_selectImg.setMinimumSize(QtCore.QSize(20, 40))self.pushButton_selectImg.setStyleSheet("font-size: 18px;")self.pushButton_selectImg.setObjectName("pushButton_selectImg")self.horizontalLayout_imgAndDir.addWidget(self.pushButton_selectImg)self.pushButton_selectDir = QtWidgets.QPushButton(self.groupBox_startAction)self.pushButton_selectDir.setMinimumSize(QtCore.QSize(0, 40))self.pushButton_selectDir.setStyleSheet("font-size: 18px;")self.pushButton_selectDir.setObjectName("pushButton_selectDir")self.horizontalLayout_imgAndDir.addWidget(self.pushButton_selectDir)self.verticalLayout_4.addLayout(self.horizontalLayout_imgAndDir)self.pushButton_startAction = QtWidgets.QPushButton(self.groupBox_startAction)self.pushButton_startAction.setMinimumSize(QtCore.QSize(50, 40))self.pushButton_startAction.setStyleSheet("font-size: 18px;")self.pushButton_startAction.setObjectName("pushButton_startAction")self.verticalLayout_4.addWidget(self.pushButton_startAction)self.verticalLayout_8.addWidget(self.groupBox_startAction)self.groupBox = QtWidgets.QGroupBox(self.groupBox_left)self.groupBox.setMinimumSize(QtCore.QSize(0, 62))self.groupBox.setTitle("")self.groupBox.setObjectName("groupBox")self.horizontalLayout_3 = QtWidgets.QHBoxLayout(self.groupBox)self.horizontalLayout_3.setObjectName("horizontalLayout_3")self.horizontalLayout = QtWidgets.QHBoxLayout()self.horizontalLayout.setObjectName("horizontalLayout")self.pushButton_save = QtWidgets.QPushButton(self.groupBox)self.pushButton_save.setMinimumSize(QtCore.QSize(0, 40))self.pushButton_save.setStyleSheet("font-size: 18px;")self.pushButton_save.setObjectName("pushButton_save")self.horizontalLayout.addWidget(self.pushButton_save)self.lineEdit_savePath = QtWidgets.QLineEdit(self.groupBox)self.lineEdit_savePath.setMinimumSize(QtCore.QSize(0, 40))self.lineEdit_savePath.setObjectName("lineEdit_savePath")self.horizontalLayout.addWidget(self.lineEdit_savePath)self.horizontalLayout_3.addLayout(self.horizontalLayout)self.verticalLayout_8.addWidget(self.groupBox)self.groupBox_showDir = QtWidgets.QGroupBox(self.groupBox_left)self.groupBox_showDir.setMinimumSize(QtCore.QSize(0, 50))self.groupBox_showDir.setMaximumSize(QtCore.QSize(16777215, 55))self.groupBox_showDir.setTitle("")self.groupBox_showDir.setObjectName("groupBox_showDir")self.horizontalLayout_10 = QtWidgets.QHBoxLayout(self.groupBox_showDir)self.horizontalLayout_10.setObjectName("horizontalLayout_10")self.pushButton_showPDF = QtWidgets.QPushButton(self.groupBox_showDir)self.pushButton_showPDF.setMinimumSize(QtCore.QSize(0, 40))self.pushButton_showPDF.setStyleSheet("font-size: 18px;")self.pushButton_showPDF.setObjectName("pushButton_showPDF")self.horizontalLayout_10.addWidget(self.pushButton_showPDF)self.verticalLayout_8.addWidget(self.groupBox_showDir)self.verticalLayout_result = QtWidgets.QVBoxLayout()self.verticalLayout_result.setObjectName("verticalLayout_result")self.groupBox_resultTitle = QtWidgets.QGroupBox(self.groupBox_left)self.groupBox_resultTitle.setMinimumSize(QtCore.QSize(0, 50))self.groupBox_resultTitle.setMaximumSize(QtCore.QSize(16777215, 50))self.groupBox_resultTitle.setTitle("")self.groupBox_resultTitle.setObjectName("groupBox_resultTitle")self.horizontalLayout_8 = QtWidgets.QHBoxLayout(self.groupBox_resultTitle)self.horizontalLayout_8.setObjectName("horizontalLayout_8")self.label_resultTitle = QtWidgets.QLabel(self.groupBox_resultTitle)self.label_resultTitle.setStyleSheet("font-size: 22px;")self.label_resultTitle.setObjectName("label_resultTitle")self.horizontalLayout_8.addWidget(self.label_resultTitle)spacerItem1 = QtWidgets.QSpacerItem(181, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)self.horizontalLayout_8.addItem(spacerItem1)self.verticalLayout_result.addWidget(self.groupBox_resultTitle)self.groupBox_resultContent = QtWidgets.QGroupBox(self.groupBox_left)self.groupBox_resultContent.setMinimumSize(QtCore.QSize(0, 50))self.groupBox_resultContent.setTitle("")self.groupBox_resultContent.setObjectName("groupBox_resultContent")self.horizontalLayout_9 = QtWidgets.QHBoxLayout(self.groupBox_resultContent)self.horizontalLayout_9.setObjectName("horizontalLayout_9")self.listWidget = QtWidgets.QListWidget(self.groupBox_resultContent)self.listWidget.setLayoutDirection(QtCore.Qt.LeftToRight)self.listWidget.setStyleSheet("font-size: 14px;")self.listWidget.setIconSize(QtCore.QSize(7, 7))self.listWidget.setObjectName("listWidget")item = QtWidgets.QListWidgetItem()self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()icon = QtGui.QIcon()icon.addPixmap(QtGui.QPixmap("./icon/closed_comedo.ico"), QtGui.QIcon.Normal, QtGui.QIcon.Off)item.setIcon(icon)self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()icon1 = QtGui.QIcon()icon1.addPixmap(QtGui.QPixmap("./icon/opend_comedo.ico"), QtGui.QIcon.Normal, QtGui.QIcon.Off)item.setIcon(icon1)self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()icon2 = QtGui.QIcon()icon2.addPixmap(QtGui.QPixmap("./icon/papule.ico"), QtGui.QIcon.Normal, QtGui.QIcon.Off)item.setIcon(icon2)self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()icon3 = QtGui.QIcon()icon3.addPixmap(QtGui.QPixmap("./icon/pustule.ico"), QtGui.QIcon.Normal, QtGui.QIcon.Off)item.setIcon(icon3)self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()icon4 = QtGui.QIcon()icon4.addPixmap(QtGui.QPixmap("./icon/nodule.ico"), QtGui.QIcon.Normal, QtGui.QIcon.Off)item.setIcon(icon4)self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()icon5 = QtGui.QIcon()icon5.addPixmap(QtGui.QPixmap("./icon/atrophic_scar.ico"), QtGui.QIcon.Normal, QtGui.QIcon.Off)item.setIcon(icon5)self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()icon6 = QtGui.QIcon()icon6.addPixmap(QtGui.QPixmap("./icon/hypertrophic_scar.ico"), QtGui.QIcon.Normal, QtGui.QIcon.Off)item.setIcon(icon6)self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()icon7 = QtGui.QIcon()icon7.addPixmap(QtGui.QPixmap("./icon/melasma.ico"), QtGui.QIcon.Normal, QtGui.QIcon.Off)item.setIcon(icon7)self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()icon8 = QtGui.QIcon()icon8.addPixmap(QtGui.QPixmap("./icon/nevus.ico"), QtGui.QIcon.Normal, QtGui.QIcon.Off)item.setIcon(icon8)self.listWidget.addItem(item)item = QtWidgets.QListWidgetItem()icon9 = QtGui.QIcon()icon9.addPixmap(QtGui.QPixmap("./icon/other.ico"), QtGui.QIcon.Normal, QtGui.QIcon.Off)item.setIcon(icon9)self.listWidget.addItem(item)self.horizontalLayout_9.addWidget(self.listWidget)self.verticalLayout_result.addWidget(self.groupBox_resultContent)self.verticalLayout_8.addLayout(self.verticalLayout_result)self.verticalLayout_advice = QtWidgets.QVBoxLayout()self.verticalLayout_advice.setObjectName("verticalLayout_advice")self.groupBox_10 = QtWidgets.QGroupBox(self.groupBox_left)self.groupBox_10.setMinimumSize(QtCore.QSize(0, 50))self.groupBox_10.setMaximumSize(QtCore.QSize(16777215, 50))self.groupBox_10.setTitle("")self.groupBox_10.setObjectName("groupBox_10")self.horizontalLayout_12 = QtWidgets.QHBoxLayout(self.groupBox_10)self.horizontalLayout_12.setObjectName("horizontalLayout_12")self.label_adviceTitle = QtWidgets.QLabel(self.groupBox_10)self.label_adviceTitle.setMinimumSize(QtCore.QSize(0, 30))self.label_adviceTitle.setStyleSheet("font-size: 22px;")self.label_adviceTitle.setObjectName("label_adviceTitle")self.horizontalLayout_12.addWidget(self.label_adviceTitle)spacerItem2 = QtWidgets.QSpacerItem(137, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)self.horizontalLayout_12.addItem(spacerItem2)self.verticalLayout_advice.addWidget(self.groupBox_10)self.groupBox_12 = QtWidgets.QGroupBox(self.groupBox_left)self.groupBox_12.setMinimumSize(QtCore.QSize(0, 70))self.groupBox_12.setMaximumSize(QtCore.QSize(16777215, 120))self.groupBox_12.setTitle("")self.groupBox_12.setObjectName("groupBox_12")self.horizontalLayout_13 = QtWidgets.QHBoxLayout(self.groupBox_12)self.horizontalLayout_13.setObjectName("horizontalLayout_13")self.label_adviceResult = QtWidgets.QLabel(self.groupBox_12)self.label_adviceResult.setMinimumSize(QtCore.QSize(0, 50))self.label_adviceResult.setMaximumSize(QtCore.QSize(16777215, 120))self.label_adviceResult.setStyleSheet("font-size: 16px;")self.label_adviceResult.setAlignment(QtCore.Qt.AlignCenter)self.label_adviceResult.setObjectName("label_adviceResult")self.horizontalLayout_13.addWidget(self.label_adviceResult)self.verticalLayout_advice.addWidget(self.groupBox_12)self.verticalLayout_8.addLayout(self.verticalLayout_advice)self.horizontalLayout_largest.addWidget(self.groupBox_left)self.groupBox_right = QtWidgets.QGroupBox(self.groupBox_main)self.groupBox_right.setTitle("")self.groupBox_right.setObjectName("groupBox_right")self.verticalLayout_3 = QtWidgets.QVBoxLayout(self.groupBox_right)self.verticalLayout_3.setObjectName("verticalLayout_3")self.groupBox_selectImg = QtWidgets.QGroupBox(self.groupBox_right)self.groupBox_selectImg.setMinimumSize(QtCore.QSize(0, 40))self.groupBox_selectImg.setMaximumSize(QtCore.QSize(16777215, 40))self.groupBox_selectImg.setTitle("")self.groupBox_selectImg.setObjectName("groupBox_selectImg")self.horizontalLayout_5 = QtWidgets.QHBoxLayout(self.groupBox_selectImg)self.horizontalLayout_5.setObjectName("horizontalLayout_5")self.label_imgTitle = QtWidgets.QLabel(self.groupBox_selectImg)self.label_imgTitle.setMinimumSize(QtCore.QSize(0, 20))self.label_imgTitle.setStyleSheet("font-size: 20px;")self.label_imgTitle.setObjectName("label_imgTitle")self.horizontalLayout_5.addWidget(self.label_imgTitle)self.lineEdit_imgPath = QtWidgets.QLineEdit(self.groupBox_selectImg)self.lineEdit_imgPath.setMinimumSize(QtCore.QSize(0, 25))self.lineEdit_imgPath.setMaximumSize(QtCore.QSize(300, 16777215))self.lineEdit_imgPath.setObjectName("lineEdit_imgPath")self.horizontalLayout_5.addWidget(self.lineEdit_imgPath)spacerItem3 = QtWidgets.QSpacerItem(287, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)self.horizontalLayout_5.addItem(spacerItem3)self.label_5 = QtWidgets.QLabel(self.groupBox_selectImg)self.label_5.setText("")self.label_5.setObjectName("label_5")self.horizontalLayout_5.addWidget(self.label_5)self.verticalLayout_3.addWidget(self.groupBox_selectImg)self.horizontalLayout_imgs = QtWidgets.QHBoxLayout()self.horizontalLayout_imgs.setObjectName("horizontalLayout_imgs")self.label_showImg = QtWidgets.QLabel(self.groupBox_right)self.label_showImg.setMinimumSize(QtCore.QSize(500, 0))self.label_showImg.setText("")self.label_showImg.setAlignment(QtCore.Qt.AlignCenter)self.label_showImg.setObjectName("label_showImg")self.horizontalLayout_imgs.addWidget(self.label_showImg)spacerItem4 = QtWidgets.QSpacerItem(10, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)self.horizontalLayout_imgs.addItem(spacerItem4)self.label_showImg2 = QtWidgets.QLabel(self.groupBox_right)self.label_showImg2.setMinimumSize(QtCore.QSize(500, 0))self.label_showImg2.setText("")self.label_showImg2.setAlignment(QtCore.Qt.AlignCenter)self.label_showImg2.setObjectName("label_showImg2")self.horizontalLayout_imgs.addWidget(self.label_showImg2)self.verticalLayout_3.addLayout(self.horizontalLayout_imgs)self.horizontalLayout_pageTurning = QtWidgets.QHBoxLayout()self.horizontalLayout_pageTurning.setObjectName("horizontalLayout_pageTurning")self.prev_image_button = QtWidgets.QPushButton(self.groupBox_right)self.prev_image_button.setMinimumSize(QtCore.QSize(0, 30))self.prev_image_button.setObjectName("prev_image_button")self.horizontalLayout_pageTurning.addWidget(self.prev_image_button)self.label_pageNum = QtWidgets.QLabel(self.groupBox_right)self.label_pageNum.setMinimumSize(QtCore.QSize(80, 0))self.label_pageNum.setMaximumSize(QtCore.QSize(50, 16777215))self.label_pageNum.setAlignment(QtCore.Qt.AlignCenter)self.label_pageNum.setObjectName("label_pageNum")self.horizontalLayout_pageTurning.addWidget(self.label_pageNum)self.next_image_button = QtWidgets.QPushButton(self.groupBox_right)self.next_image_button.setMinimumSize(QtCore.QSize(0, 30))self.next_image_button.setObjectName("next_image_button")self.horizontalLayout_pageTurning.addWidget(self.next_image_button)self.verticalLayout_3.addLayout(self.horizontalLayout_pageTurning)self.horizontalLayout_largest.addWidget(self.groupBox_right)self.verticalLayout_2.addLayout(self.horizontalLayout_largest)self.groupBox_botton = QtWidgets.QGroupBox(self.groupBox_main)self.groupBox_botton.setMinimumSize(QtCore.QSize(0, 32))self.groupBox_botton.setTitle("")self.groupBox_botton.setObjectName("groupBox_botton")self.horizontalLayout_2 = QtWidgets.QHBoxLayout(self.groupBox_botton)self.horizontalLayout_2.setObjectName("horizontalLayout_2")self.label_condition = QtWidgets.QLabel(self.groupBox_botton)self.label_condition.setMinimumSize(QtCore.QSize(0, 12))self.label_condition.setObjectName("label_condition")self.horizontalLayout_2.addWidget(self.label_condition)self.verticalLayout_2.addWidget(self.groupBox_botton)self.verticalLayout.addWidget(self.groupBox_main)MainWindow.setCentralWidget(self.centralwidget)self.retranslateUi(MainWindow)QtCore.QMetaObject.connectSlotsByName(MainWindow)def retranslateUi(self, MainWindow):_translate = QtCore.QCoreApplication.translateMainWindow.setWindowTitle(_translate("MainWindow", "痤疮检测"))self.label_menu.setText(_translate("MainWindow", "菜单栏"))self.pushButton_selectImg.setText(_translate("MainWindow", "选择图片"))self.pushButton_selectDir.setText(_translate("MainWindow", "选择文件夹"))self.pushButton_startAction.setText(_translate("MainWindow", "开始检测"))self.pushButton_save.setText(_translate("MainWindow", "保存报告"))self.pushButton_showPDF.setText(_translate("MainWindow", "显示输出文件夹"))self.label_resultTitle.setText(_translate("MainWindow", "检测结果"))__sortingEnabled = self.listWidget.isSortingEnabled()self.listWidget.setSortingEnabled(False)item = self.listWidget.item(0)item.setText(_translate("MainWindow", "痤疮分级结果：待检测"))item = self.listWidget.item(2)item.setText(_translate("MainWindow", "各类别痤疮检测数量："))item = self.listWidget.item(4)item.setText(_translate("MainWindow", "  闭口粉刺：待检测"))item = self.listWidget.item(5)item.setText(_translate("MainWindow", "  开口粉刺：待检测"))item = self.listWidget.item(6)item.setText(_translate("MainWindow", "  丘疹：待检测"))item = self.listWidget.item(7)item.setText(_translate("MainWindow", "  脓疱：待检测"))item = self.listWidget.item(8)item.setText(_translate("MainWindow", "  结节：待检测"))item = self.listWidget.item(9)item.setText(_translate("MainWindow", "  萎缩性瘢痕：待检测"))item = self.listWidget.item(10)item.setText(_translate("MainWindow", "  增生性瘢痕刺：待检测"))item = self.listWidget.item(11)item.setText(_translate("MainWindow", "  斑：待检测"))item = self.listWidget.item(12)item.setText(_translate("MainWindow", "  色素痣：待检测"))item = self.listWidget.item(13)item.setText(_translate("MainWindow", "  其他：待检测"))self.listWidget.setSortingEnabled(__sortingEnabled)self.label_adviceTitle.setText(_translate("MainWindow", "推荐治疗方案"))self.label_adviceResult.setText(_translate("MainWindow", "用药指南"))self.label_imgTitle.setText(_translate("MainWindow", "所选图片"))self.prev_image_button.setText(_translate("MainWindow", "上一页"))self.label_pageNum.setText(_translate("MainWindow", "共 0 页"))self.next_image_button.setText(_translate("MainWindow", "下一页"))self.label_condition.setText(_translate("MainWindow", "系统运行情况"))# 按钮关联函数self.pushButton_selectDir.clicked.connect(self.openImageFolder)# self.pushButton_startAction.clicked.connect(self.startAction)self.pushButton_selectImg.clicked.connect(self.openImage)self.pushButton_startAction.clicked.connect(self.start_work)# self.worker_thread.finished.connect(self.on_worker_finished)self.pushButton_save.clicked.connect(self.start_work_pdf)# self.worker_thread_pdf.finished.connect(self.on_worker_finished_pdf)self.pushButton_showPDF.clicked.connect(self.button_show_dir)self.prev_image_button.clicked.connect(self.showPrevImage)self.next_image_button.clicked.connect(self.showNextImage)QApplication.processEvents()def start_work(self):def run_child_process():QApplication.processEvents()self.pushButton_startAction.setEnabled(False)  # 禁用按钮self.pushButton_selectImg.setEnabled(False)  # 禁用按钮self.pushButton_save.setEnabled(False)  # 禁用按钮self.pushButton_showPDF.setEnabled(False)  # 禁用按钮self.pushButton_selectDir.setEnabled(False)  # 禁用按钮self.prev_image_button.setEnabled(False)self.next_image_button.setEnabled(False)self.label_condition.setText('正在检测,请耐心等待')import multiprocessingprint("主线程join前:")process_info = multiprocessing.current_process()print(f"当前进程数量: {multiprocessing.cpu_count()}")print(f"当前进程编号: {process_info.name}")# 打印当前线程数量和编号thread_info = threading.current_thread()print(f"当前线程数量: {threading.active_count()}")print(f"当前线程编号: {thread_info.name}")print("启动进程")p = Worker(self.q, self.selected_imgPaths,self.now)p.daemon = Truep.start()p.join()import multiprocessingprint("主线程join后:")process_info = multiprocessing.current_process()print(f"当前进程数量: {multiprocessing.cpu_count()}")print(f"当前进程编号: {process_info.name}")# 打印当前线程数量和编号thread_info = threading.current_thread()print(f"当前线程数量: {threading.active_count()}")print(f"当前线程编号: {thread_info.name}")self.generated_image_paths = self.q.get()self.generated_docxFilePath_List = self.q.get()self.text = self.q.get()print("我得到啦")self.label_condition.setText('检测完毕,请点击保存图片')self.pushButton_startAction.setEnabled(True)  # 启动之前被禁用的按钮self.pushButton_selectImg.setEnabled(True)self.pushButton_save.setEnabled(True)  self.pushButton_showPDF.setEnabled(True)  self.pushButton_selectDir.setEnabled(True)self.prev_image_button.setEnabled(True)self.next_image_button.setEnabled(True)img_path = self.selected_imgPaths[0]img_name = os.path.splitext(os.path.basename(img_path))[0]grading_result = self.text[img_name]["grading_result"]item = self.listWidget.item(0)item.setText(f"痤疮分级结果：{grading_result}") item = self.listWidget.item(2)item.setText("各类别痤疮检测数量：")item = self.listWidget.item(4)closed_comedo_count = self.text[img_name]["category_count"]["closed_comedo"]item.setText(f"  闭口粉刺：{closed_comedo_count}")item = self.listWidget.item(5)open_comedo_count = self.text[img_name]["category_count"]["open_comedo"]item.setText(f"  开口粉刺：{open_comedo_count}")item = self.listWidget.item(6)papule_count = self.text[img_name]["category_count"]["papule"]item.setText(f"  丘疹：{papule_count}")item = self.listWidget.item(7)pustule_count = self.text[img_name]["category_count"]["pustule"]item.setText(f"  脓疱：{pustule_count}")item = self.listWidget.item(8)nodule_count = self.text[img_name]["category_count"]["nodule"]item.setText(f"  结节：{nodule_count}")item = self.listWidget.item(9)atrophic_scar_count = self.text[img_name]["category_count"]["atrophic_scar"]item.setText(f"  萎缩性瘢痕：{atrophic_scar_count}")item = self.listWidget.item(10)hypertrophic_scar_count = self.text[img_name]["category_count"]["hypertrophic_scar"]item.setText(f"  增生性瘢痕刺：{hypertrophic_scar_count}")item = self.listWidget.item(11)melasma_count = self.text[img_name]["category_count"]["melasma"]item.setText(f"  斑：{melasma_count}")item = self.listWidget.item(12)nevus_count = self.text[img_name]["category_count"]["nevus"]item.setText(f"  色素痣：{nevus_count}")item = self.listWidget.item(13)other_count = self.text[img_name]["category_count"]["other"]item.setText(f"  其他：{other_count}")img_path = self.generated_image_paths[0]# 通过文件路径获取图片文件，并设置图片长宽为label控件的长、宽img = QtGui.QPixmap(img_path).scaled(self.label_showImg2.width(), self.label_showImg2.height(), Qt.KeepAspectRatio,Qt.SmoothTransformation)# 在label控件上显示选择的图片self.label_showImg2.setPixmap(img)#显示用药指南self.label_adviceResult.setText(CLASSIFICATION_DRUG[grading_result])# if self.thread.is_alive():#     self.thread.join()  # 等待子线程完成self.thread = threading.Thread(target=run_child_process)self.thread.setDaemon(True)self.thread.start()# self.thread.join()# print("ok")def start_work_pdf(self):import multiprocessingprint("进入子线程区域后:")process_info = multiprocessing.current_process()print(f"当前进程数量: {multiprocessing.cpu_count()}")print(f"当前进程编号: {process_info.name}")# 打印当前线程数量和编号thread_info = threading.current_thread()print(f"当前线程数量: {threading.active_count()}")print(f"当前线程编号: {thread_info.name}")if len(self.generated_image_paths) == 0:returnself.dir_choose = QFileDialog.getExistingDirectory(self.centralwidget, "选取文件夹", "./report_pdf")if self.dir_choose == '':print("未生成报告,保存无效")self.label_condition.setText('未生成报告,保存无效')returnelse:# f=open(fd,'w')import queuefor i in range(len(self.generated_image_paths)):QApplication.processEvents()img_name = os.path.splitext(os.path.basename(self.generated_docxFilePath_List[i]))[0]self.label_condition.setText(f"正在生成{img_name}.pdf报告")# 创建队列对象data_queue = queue.Queue()data_queue.put(self.generated_docxFilePath_List[i])data_queue.put(self.dir_choose)# 启动工作线程self.worker_pdf = threading.Thread(target=self.my_thread_pdf,args=(data_queue,))self.worker_pdf.setDaemon(True)self.worker_pdf.start()def my_thread_pdf(self,data_queue_in):from docx2pdf import convert# 执行耗时的任务generated_docxFilePath = data_queue_in.get()dir_choose = data_queue_in.get()img_name = os.path.splitext(os.path.basename(generated_docxFilePath))[0]convert(generated_docxFilePath, dir_choose+f"/{img_name}.pdf")print("pdf报告全部转换完毕")self.label_condition.setText(f"pdf报告生成完毕")self.lineEdit_savePath.setText(self.dir_choose)self.label_condition.setText('已保存所有报告')def showNextImage(self):if len(self.selected_imgPaths) == 0:returnself.current_image_index += 1if self.current_image_index >= len(self.selected_imgPaths):self.current_image_index = 0img_path = self.selected_imgPaths[self.current_image_index]img = QtGui.QPixmap(img_path).scaled(self.label_showImg.width(), self.label_showImg.height(), Qt.KeepAspectRatio,Qt.SmoothTransformation)self.label_showImg.setPixmap(img)self.lineEdit_imgPath.setText(img_path)pageNum = len(self.selected_imgPaths)current_image_index_fact = self.current_image_index + 1self.label_pageNum.setText(f"{current_image_index_fact} / {pageNum} ")if len(self.text) == len(self.selected_imgPaths):img_name = os.path.splitext(os.path.basename(img_path))[0]# self.label_showResult.setText(self.text[img_name])# print(self.text[img_name])grading_result = self.text[img_name]["grading_result"]self.label_adviceResult.setText(CLASSIFICATION_DRUG[grading_result])item = self.listWidget.item(0)item.setText(f"痤疮分级结果：{grading_result}")item = self.listWidget.item(2)item.setText("各类别痤疮检测数量：")item = self.listWidget.item(4)closed_comedo_count = self.text[img_name]["category_count"]["closed_comedo"]item.setText(f"  闭口粉刺：{closed_comedo_count}")item = self.listWidget.item(5)open_comedo_count = self.text[img_name]["category_count"]["open_comedo"]item.setText(f"  开口粉刺：{open_comedo_count}")item = self.listWidget.item(6)papule_count = self.text[img_name]["category_count"]["papule"]item.setText(f"  丘疹：{papule_count}")item = self.listWidget.item(7)pustule_count = self.text[img_name]["category_count"]["pustule"]item.setText(f"  脓疱：{pustule_count}")item = self.listWidget.item(8)nodule_count = self.text[img_name]["category_count"]["nodule"]item.setText(f"  结节：{nodule_count}")item = self.listWidget.item(9)atrophic_scar_count = self.text[img_name]["category_count"]["atrophic_scar"]item.setText(f"  萎缩性瘢痕：{atrophic_scar_count}")item = self.listWidget.item(10)hypertrophic_scar_count = self.text[img_name]["category_count"]["hypertrophic_scar"]item.setText(f"  增生性瘢痕刺：{hypertrophic_scar_count}")item = self.listWidget.item(11)melasma_count = self.text[img_name]["category_count"]["melasma"]item.setText(f"  斑：{melasma_count}")item = self.listWidget.item(12)nevus_count = self.text[img_name]["category_count"]["nevus"]item.setText(f"  色素痣：{nevus_count}")item = self.listWidget.item(13)other_count = self.text[img_name]["category_count"]["other"]item.setText(f"  其他：{other_count}")img_path2 = self.generated_image_paths[self.current_image_index]img2 = QtGui.QPixmap(img_path2).scaled(self.label_showImg2.width(), self.label_showImg2.height(), Qt.KeepAspectRatio,Qt.SmoothTransformation)self.label_showImg2.setPixmap(img2)def showPrevImage(self):if len(self.selected_imgPaths) == 0:returnself.current_image_index -= 1if self.current_image_index < 0:self.current_image_index = len(self.selected_imgPaths) - 1img_path = self.selected_imgPaths[self.current_image_index]img = QtGui.QPixmap(img_path).scaled(self.label_showImg.width(), self.label_showImg.height(), Qt.KeepAspectRatio,Qt.SmoothTransformation)self.label_showImg.setPixmap(img)self.lineEdit_imgPath.setText(img_path)pageNum = len(self.selected_imgPaths)current_image_index_fact = self.current_image_index + 1self.label_pageNum.setText(f"{current_image_index_fact} / {pageNum} ")img_path = self.selected_imgPaths[self.current_image_index]img_name = os.path.splitext(os.path.basename(img_path))[0]grading_result = self.text[img_name]["grading_result"]if len(self.text) == len(self.selected_imgPaths):img_name = os.path.splitext(os.path.basename(img_path))[0]# self.label_showResult.setText(self.text[img_name])# print(self.text[img_name])grading_result = self.text[img_name]["grading_result"]self.label_adviceResult.setText(CLASSIFICATION_DRUG[grading_result])item = self.listWidget.item(0)item.setText(f"痤疮分级结果：{grading_result}")item = self.listWidget.item(2)item.setText("各类别痤疮检测数量：")item = self.listWidget.item(4)closed_comedo_count = self.text[img_name]["category_count"]["closed_comedo"]item.setText(f"  闭口粉刺：{closed_comedo_count}")item = self.listWidget.item(5)open_comedo_count = self.text[img_name]["category_count"]["open_comedo"]item.setText(f"  开口粉刺：{open_comedo_count}")item = self.listWidget.item(6)papule_count = self.text[img_name]["category_count"]["papule"]item.setText(f"  丘疹：{papule_count}")item = self.listWidget.item(7)pustule_count = self.text[img_name]["category_count"]["pustule"]item.setText(f"  脓疱：{pustule_count}")item = self.listWidget.item(8)nodule_count = self.text[img_name]["category_count"]["nodule"]item.setText(f"  结节：{nodule_count}")item = self.listWidget.item(9)atrophic_scar_count = self.text[img_name]["category_count"]["atrophic_scar"]item.setText(f"  萎缩性瘢痕：{atrophic_scar_count}")item = self.listWidget.item(10)hypertrophic_scar_count = self.text[img_name]["category_count"]["hypertrophic_scar"]item.setText(f"  增生性瘢痕刺：{hypertrophic_scar_count}")item = self.listWidget.item(11)melasma_count = self.text[img_name]["category_count"]["melasma"]item.setText(f"  斑：{melasma_count}")item = self.listWidget.item(12)nevus_count = self.text[img_name]["category_count"]["nevus"]item.setText(f"  色素痣：{nevus_count}")item = self.listWidget.item(13)other_count = self.text[img_name]["category_count"]["other"]item.setText(f"  其他：{other_count}")img_path2 = self.generated_image_paths[self.current_image_index]img2 = QtGui.QPixmap(img_path2).scaled(self.label_showImg2.width(), self.label_showImg2.height(), Qt.KeepAspectRatio,Qt.SmoothTransformation)self.label_showImg2.setPixmap(img2)def button_show_dir(self):default_dir = "./report_pdf"show_dirPath = 0if self.dir_choose == '':show_dirPath = default_direlse:show_dirPath = self.dir_chooseurl = QUrl.fromLocalFile(show_dirPath)if url:print("选择的文件夹路径：", show_dirPath)else:print("未选择文件夹")QDesktopServices.openUrl(url)# 选择本地图片上传def openImage(self):import multiprocessingprint("打开图片时:")process_info = multiprocessing.current_process()print(f"当前进程数量: {multiprocessing.cpu_count()}")print(f"当前进程编号: {process_info.name}")# 打印当前线程数量和编号thread_info = threading.current_thread()print(f"当前线程数量: {threading.active_count()}")print(f"当前线程编号: {thread_info.name}")self.selected_imgPaths = [] # 清空之前选择的所有图片self.generated_image_paths = [] # 清空之前推理生成的所有图片empty_pixmap = QPixmap()self.label_showImg.setPixmap(empty_pixmap)self.label_showImg2.setPixmap(empty_pixmap)# 弹出一个文件选择框，第一个返回值imgName记录选中的文件路径+文件名，第二个返回值imgType记录文件的类型# QFileDialog就是系统对话框的那个类第一个参数是上下文，第二个参数是弹框的名字，第三个参数是默认打开的路径，第四个参数是需要的格式self.selected_imgPaths, _ = QtWidgets.QFileDialog.getOpenFileNames(self, "打开图片", "./pending_images", "*.jpg;;*.JPG;;*.png;;*.png;;All Files(*)")if len(self.selected_imgPaths) == 0:print('没有选择图片!')self.label_condition.setText("没有选择图片!") # 点击选择图片按钮后不选择图片会将存放图片路径的列表置为空# 创建一个空的QPixmap对象empty_pixmap = QPixmap()self.label_showImg.setPixmap(empty_pixmap)pageNum = 0self.label_pageNum.setText(f"共 {pageNum} 页")return# 通过文件路径获取图片文件，并设置图片长宽为label控件的长、宽img = QtGui.QPixmap(self.selected_imgPaths[0]).scaled(self.label_showImg.width(), self.label_showImg.height(), Qt.KeepAspectRatio,Qt.SmoothTransformation)# 提示点击生成self.label_condition.setText("请点击 开始检测")# 在label控件上显示选择的图片self.label_showImg.setPixmap(img)# 显示所选图片的路径self.lineEdit_imgPath.setText(self.selected_imgPaths[0])pageNum = len(self.selected_imgPaths)self.label_pageNum.setText(f"共 {pageNum} 页")# 选择图片文件夹上传def openImageFolder(self):self.selected_imgPaths = [] # 清空之前选择的所有图片self.generated_image_paths = [] # 清空之前推理生成的所有图片empty_pixmap = QPixmap()self.label_showImg.setPixmap(empty_pixmap)self.label_showImg2.setPixmap(empty_pixmap)# 弹出一个文件夹选择框，返回选中的文件夹路径selected_folder = QtWidgets.QFileDialog.getExistingDirectory(self, "选择文件夹", "./pending_images")if selected_folder:# 获取文件夹中的所有图片文件路径for file_name in os.listdir(selected_folder):if file_name.lower().endswith((".jpg", ".png")):self.selected_imgPaths.append(os.path.join(selected_folder, file_name))# 通过第一个图片文件路径获取图片，并设置图片长宽为label控件的长、宽img = QtGui.QPixmap(self.selected_imgPaths[0]).scaled(self.label_showImg.width(), self.label_showImg.height(), Qt.KeepAspectRatio,Qt.SmoothTransformation)# 提示点击开始检测self.label_condition.setText("请点击 开始检测")# 在label控件上显示第一张图片self.label_showImg.setPixmap(img)# 显示所选图片的路径self.lineEdit_imgPath.setText(self.selected_imgPaths[0])pageNum = len(self.selected_imgPaths)self.label_pageNum.setText(f"共 {pageNum} 页")else:print('没有选择图片!')self.label_condition.setText("没有选择图片!")empty_pixmap = QPixmap()self.label_showImg.setPixmap(empty_pixmap)pageNum = 0self.label_pageNum.setText(f"共 {pageNum} 页")returndef closeEvent(self, event):# 在这里执行你的函数self.delete_files_in_current_folder()if self.thread.is_alive():self.thread.join()  # 等待子线程完成# self.p.terminate()event.accept()# 删除中途产生的图片和docx文件def delete_files_in_current_folder(self):# 获取当前文件夹路径# current_folder = os.path.dirname(self.generated_docxFilePath)current_folder = "./result"# 获取当前文件夹中的所有文件if len(current_folder) == 0:print('没有报告生成')returnfile_list = os.listdir(current_folder)# 遍历文件列表for file_name in file_list:# 构建文件的绝对路径file_path = os.path.join(current_folder, file_name)# 判断是否是文件if os.path.isfile(file_path):# 删除文件os.remove(file_path)# 自定义的工作线程类
class Worker(Process):# 生成对应预测的数字# 定义一个信号，用于在工作完成后发送通知# on_result = pyqtSignal(object,object,object)QApplication.processEvents()def __init__(self, q, selected_imgPaths,now):super().__init__()self.q = qself.selected_imgPaths = selected_imgPathsself.generated_image_paths = []self.text = {}self.generated_docxFilePath_List = []self.now = now# self.detector, self.classifier = self.create_acne_inference(acne_infer_config)def run(self):import multiprocessingprint("进入子进程区域后:")process_info = multiprocessing.current_process()print(f"当前进程数量: {multiprocessing.cpu_count()}")print(f"当前进程编号: {process_info.name}")# 打印当前线程数量和编号thread_info = threading.current_thread()print(f"当前线程数量: {threading.active_count()}")print(f"当前线程编号: {thread_info.name}")from Docx import GenerateDocximport osimport cv2import mathimport utilsimport numpy as npfrom docx2pdf import convertfrom mmdeploy_runtime import Detector, Classifierfrom infer_config import acne_infer_configdef create_acne_inference(cfg):QApplication.processEvents()self.detector = Detector(model_path=cfg['detector']['model_path'],device_name=cfg['detector']['device_name'],device_id=cfg['detector']['device_id'])QApplication.processEvents()self.classifier = Classifier(model_path=cfg['classifier']['model_path'],device_name=cfg['classifier']['device_name'],device_id=cfg['classifier']['device_id'])QApplication.processEvents()return self.detector, self.classifierdef acne_instance_seg(img: np.ndarray, detector: Detector):QApplication.processEvents()win_gen = utils.WindowGenerator(img.shape[0], img.shape[1],INFER_WINDOW_SIZE[0], INFER_WINDOW_SIZE[1],INFER_WINDOW_STRIDES[0], INFER_WINDOW_STRIDES[1])QApplication.processEvents()p_bboxes, p_labels, p_masks = [], [], []for h_slice, w_slice in win_gen:QApplication.processEvents()img_patch = img[h_slice, w_slice, :]offset_x, offset_y = w_slice.start, h_slice.startb, l, m = detector(img_patch)b[:, [0, 2]] += offset_xb[:, [1, 3]] += offset_yp_bboxes.append(b)p_labels.append(l)p_masks.extend(m)p_bboxes = np.concatenate(p_bboxes, axis=0)p_labels = np.concatenate(p_labels, axis=0)p_masks = np.array(p_masks, dtype=object)bboxes, labels, masks = [], [], []cls = np.unique(p_labels)for c in cls:QApplication.processEvents()idx = p_labels == cb = p_bboxes[idx]l = p_labels[idx]m = p_masks[idx]keep = utils.nms(b, OVERLAP_NMS_THRESHOLD)bboxes.append(b[keep])labels.append(l[keep])masks.append(m[keep])bboxes = np.concatenate(bboxes, axis=0)labels = np.concatenate(labels, axis=0)masks = np.concatenate(masks, axis=0)return bboxes, labels, masksdef acne_severity_grading(img: np.ndarray, classifier: Classifier):result = classifier(img)return resultfrom infer_config import acne_infer_configdetector, classifier = create_acne_inference(acne_infer_config)# 执行耗时的任务print("开始处理图片")QApplication.processEvents()# 模拟耗时的任务#    '''人脸严重程度分级'''grading_result = 0 # 从1开始的痤疮等级# count = 0# 判断是否选择了图片if len(self.selected_imgPaths)== 0:print("未选择图片")returnfor i in range(len(self.selected_imgPaths)):QApplication.processEvents()# count = i+1# self.label_showResult.setText(f'正在检测第{count}张图片')# self.label_condition.setText(f'请耐心等待,正在检测第{count}张图片')image = cv2.imread(self.selected_imgPaths[i])QApplication.processEvents()# self.detector, self.classifier = self.create_acne_inference(acne_infer_config)QApplication.processEvents()bboxes, labels, masks = acne_instance_seg(image, detector)QApplication.processEvents()cls_result = acne_severity_grading(image, classifier)QApplication.processEvents()grading_result = cls_result[0][0]+1indices = [i for i in range(len(bboxes))]QApplication.processEvents()category_count = {   'papule':0,'nevus':0,'nodule':0,'open_comedo':0,'closed_comedo':0,'atrophic_scar':0,'hypertrophic_scar':0,'melasma':0,'pustule':0,'other':0}for index, bbox, label_id in zip(indices, bboxes, labels):QApplication.processEvents()# print(count,index,bbox,label_id)[left, top, right, bottom], score = bbox[0:4].astype(int), bbox[4]if score < BBOX_DISPLAY_CONFIDENCE:continuecolor = CATEGORY_COLOR[CATEGORY_INDEX[label_id]]cv2.rectangle(image, (left, top), (right, bottom), color)label_text = f"{CATEGORY_INDEX[label_id]} | {int(100 * score)}%"  # 使用痤疮的标签作为标注信息cv2.putText(image, label_text, (left, top - 10), cv2.FONT_HERSHEY_SIMPLEX, 0.5, color, 1)  # 添加标注信息if masks[index].size:mask = masks[index]if mask.shape == image.shape[:2]:  # rtmdet-instmask_img = image.copy()else:  # maskrcnnx0 = int(max(math.floor(bbox[0]) - 1, 0))y0 = int(max(math.floor(bbox[1]) - 1, 0))mask_img = image[y0:y0 + mask.shape[0], x0:x0 + mask.shape[1]]mask_img[mask.astype(bool)] = colorcategory_count[CATEGORY_INDEX[label_id]] += 1text = f'Prediction: {cls_result[0][0]}, {cls_result[0][1]:.4f} ' \f'({acne_infer_config["classifier"]["classes"][cls_result[0][0]]})'cv2.putText(image, text, (20, 40), cv2.FONT_HERSHEY_SIMPLEX, 1.0, (255, 255, 255), 2)img_name = os.path.splitext(os.path.basename(self.selected_imgPaths[i]))[0]# from datetime import datetime# # 获取当前日期和时间# now = datetime.now()# 提取年、月和日year = self.now.yearmonth = self.now.monthday = self.now.daygenerated_image_path = f"./result/{img_name}_report_{year}_{month}_{day}.jpg"cv2.imwrite(generated_image_path , image)self.generated_image_paths.append(generated_image_path)closed_comedo_count = category_count['closed_comedo']open_comedo_count = category_count['open_comedo']papule_count = category_count['papule']pustule_count = category_count['pustule']nodule_count = category_count['nodule']atrophic_scar_count = category_count['atrophic_scar']hypertrophic_scar_count = category_count['hypertrophic_scar']melasma_count = category_count['melasma']nevus_count = category_count['nevus']other_count = category_count['other']self.text[img_name] = {"grading_result":grading_result,"category_count":{"closed_comedo":closed_comedo_count,"open_comedo":open_comedo_count,"papule":papule_count,"pustule":pustule_count,"nodule":nodule_count,"atrophic_scar":atrophic_scar_count,"hypertrophic_scar":hypertrophic_scar_count,"melasma":melasma_count,"nevus":nevus_count,"other":other_count}}'''生成报告'''#必须先生成docx文件再生成pdf文件,我的docx文件和产生的结果图片保存在同一个位置的grading_result = self.text[img_name]["grading_result"]category_count = self.text[img_name]["category_count"]docx_generate = GenerateDocx(generated_image_path,'./result',grading_result,category_count)generated_docxFilePath = docx_generate.predict()self.generated_docxFilePath_List.append(generated_docxFilePath)self.q.put(self.generated_image_paths)self.q.put(self.generated_docxFilePath_List)self.q.put(self.text)

运行截图

“打开图片时”：

“进入子进程前”：

“子进程join前”：

“进入子进程区域后”：

“子进程join后”：

“进入子线程区域后”：

实验感悟

当前环境进程本来就有8个，在创建进程的时候没有增添多的进程的数量，说明我自己在创建子进程知识激活了当前环境下休闲的进程。

当切换进程时，进程的编号从“MainProcess”变为“Workler-1”，当前线程的编号没有变，还是“MainThread”，当启动当前进程的第二个线程的时候，子线程的编号变为“Thread-1”。

当第二次、第三次打开图片并运行的时候，实验运行结果为：

当第四次打开图片比选哪个运行的时候，GUI程序退出，但是子进程仍然在执行

当前线程的编号变的很大，为“Thread-8”，说明进程线程开启的太多了，超过了负荷。

但是后续实验好像证明：子进程、子线程执行完任务会自动退出，只是创建的进程线程的编号变了，并没有创建新的进程线程

 GUI自动退出后，再次启动程序

运行结果和初步试验的结果相同，说明主进程退出后，子进程、子线程同步退出

 后续实验展望：

在使用第二个进程，和第二个线程的时候，应该采取什么办法来使得销毁或者释放当前进程和线程，使得第三次使用子进程，子线程的时候还是第二个进程和线程。

后续实验证明：子进程、子线程执行完任务后会自动退出。