基于深度学习和边缘提取的线虫计数.zip

#!/usr/bin/python # -*- coding: utf-8 -*- # Form implementation generated from reading ui file 'DL_UI.ui' # # Created by: PyQt5 UI code generator 5.15.2 # # 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. import numpy as np import cv2 import tensorflow.keras.models import pickle, sklearn import os, sys from PyQt5 import QtCore, QtGui, QtWidgets class Ui_MainWindow(object): def setupUi(self, MainWindow): MainWindow.setObjectName("MainWindow") MainWindow.resize(1280, 780) self.centralwidget = QtWidgets.QWidget(MainWindow) self.centralwidget.setObjectName("centralwidget") self.layoutWidget = QtWidgets.QWidget(self.centralwidget) self.layoutWidget.setGeometry(QtCore.QRect(10, 10, 221, 65)) self.layoutWidget.setObjectName("layoutWidget") self.gridLayout = QtWidgets.QGridLayout(self.layoutWidget) self.gridLayout.setContentsMargins(0, 0, 0, 0) self.gridLayout.setObjectName("gridLayout") self.pushButton = QtWidgets.QPushButton(self.layoutWidget) self.pushButton.setObjectName("pushButton") self.gridLayout.addWidget(self.pushButton, 0, 0, 1, 1) self.label = QtWidgets.QLabel(self.layoutWidget) self.label.setObjectName("label") self.gridLayout.addWidget(self.label, 0, 1, 1, 1) self.pushButton_2 = QtWidgets.QPushButton(self.layoutWidget) self.pushButton_2.setObjectName("pushButton_2") self.gridLayout.addWidget(self.pushButton_2, 1, 0, 1, 1) self.label_2 = QtWidgets.QLabel(self.layoutWidget) self.label_2.setObjectName("label_2") self.gridLayout.addWidget(self.label_2, 1, 1, 1, 1) self.layoutWidget1 = QtWidgets.QWidget(self.centralwidget) self.layoutWidget1.setGeometry(QtCore.QRect(10, 80, 221, 261)) self.layoutWidget1.setObjectName("layoutWidget1") self.verticalLayout = QtWidgets.QVBoxLayout(self.layoutWidget1) self.verticalLayout.setContentsMargins(0, 0, 0, 0) self.verticalLayout.setObjectName("verticalLayout") self.pushButton_3 = QtWidgets.QPushButton(self.layoutWidget1) self.pushButton_3.setObjectName("pushButton_3") self.verticalLayout.addWidget(self.pushButton_3) self.label_3 = QtWidgets.QLabel(self.layoutWidget1) self.label_3.setObjectName("label_3") self.verticalLayout.addWidget(self.label_3) self.listWidget = QtWidgets.QListWidget(self.layoutWidget1) self.listWidget.setObjectName("listWidget") self.verticalLayout.addWidget(self.listWidget) self.layoutWidget2 = QtWidgets.QWidget(self.centralwidget) self.layoutWidget2.setGeometry(QtCore.QRect(250, 0, 1011, 721)) self.layoutWidget2.setObjectName("layoutWidget2") self.verticalLayout_2 = QtWidgets.QVBoxLayout(self.layoutWidget2) self.verticalLayout_2.setContentsMargins(0, 0, 0, 0) self.verticalLayout_2.setObjectName("verticalLayout_2") self.graphicsView = QtWidgets.QGraphicsView(self.layoutWidget2) self.graphicsView.setObjectName("graphicsView") self.verticalLayout_2.addWidget(self.graphicsView) self.label_4 = QtWidgets.QLabel(self.layoutWidget2) self.label_4.setObjectName("label_4") self.verticalLayout_2.addWidget(self.label_4) self.horizontalLayout = QtWidgets.QHBoxLayout() self.horizontalLayout.setObjectName("horizontalLayout") self.pushButton_5 = QtWidgets.QPushButton(self.layoutWidget2) self.pushButton_5.setObjectName("pushButton_5") self.horizontalLayout.addWidget(self.pushButton_5) self.pushButton_8 = QtWidgets.QPushButton(self.layoutWidget2) self.pushButton_8.setObjectName("pushButton_8") self.horizontalLayout.addWidget(self.pushButton_8) self.spinBox = QtWidgets.QSpinBox(self.layoutWidget2) self.spinBox.setMinimumSize(QtCore.QSize(211, 22)) self.spinBox.setMinimum(-10) self.spinBox.setMaximum(10) self.spinBox.setSingleStep(1) self.spinBox.setStepType(QtWidgets.QAbstractSpinBox.AdaptiveDecimalStepType) self.spinBox.setProperty("value", 0) self.spinBox.setDisplayIntegerBase(10) self.spinBox.setObjectName("spinBox") self.horizontalLayout.addWidget(self.spinBox) self.pushButton_4 = QtWidgets.QPushButton(self.layoutWidget2) self.pushButton_4.setObjectName("pushButton_4") self.horizontalLayout.addWidget(self.pushButton_4) self.verticalLayout_2.addLayout(self.horizontalLayout) self.horizontalLayoutWidget = QtWidgets.QWidget(self.centralwidget) self.horizontalLayoutWidget.setGeometry(QtCore.QRect(10, 680, 231, 41)) self.horizontalLayoutWidget.setObjectName("horizontalLayoutWidget") self.horizontalLayout_2 = QtWidgets.QHBoxLayout(self.horizontalLayoutWidget) self.horizontalLayout_2.setContentsMargins(0, 0, 0, 0) self.horizontalLayout_2.setObjectName("horizontalLayout_2") self.label_5 = QtWidgets.QLabel(self.horizontalLayoutWidget) self.label_5.setObjectName("label_5") self.horizontalLayout_2.addWidget(self.label_5) self.lcdNumber = QtWidgets.QLCDNumber(self.horizontalLayoutWidget) self.lcdNumber.setFrameShape(QtWidgets.QFrame.Box) self.lcdNumber.setSmallDecimalPoint(False) self.lcdNumber.setDigitCount(2) self.lcdNumber.setProperty("intValue", 0) self.lcdNumber.setObjectName("lcdNumber") self.horizontalLayout_2.addWidget(self.lcdNumber) self.label_6 = QtWidgets.QLabel(self.centralwidget) self.label_6.setGeometry(QtCore.QRect(10, 370, 224, 224)) self.label_6.setObjectName("label_6") self.verticalLayoutWidget = QtWidgets.QWidget(self.centralwidget) self.verticalLayoutWidget.setGeometry(QtCore.QRect(50, 600, 141, 71)) self.verticalLayoutWidget.setObjectName("verticalLayoutWidget") self.verticalLayout_3 = QtWidgets.QVBoxLayout(self.verticalLayoutWidget) self.verticalLayout_3.setContentsMargins(0, 0, 0, 0) self.verticalLayout_3.setObjectName("verticalLayout_3") self.pushButton_6 = QtWidgets.QPushButton(self.verticalLayoutWidget) self.pushButton_6.setObjectName("pushButton_6") self.verticalLayout_3.addWidget(self.pushButton_6) self.pushButton_7 = QtWidgets.QPushButton(self.verticalLayoutWidget) self.pushButton_7.setObjectName("pushButton_7") self.verticalLayout_3.addWidget(self.pushButton_7) MainWindow.setCentralWidget(self.centralwidget) self.menubar = QtWidgets.QMenuBar(MainWindow) self.menubar.setGeometry(QtCore.QRect(0, 0, 1280, 26)) self.menubar.setObjectName("menubar") self.menu = QtWidgets.QMenu(self.menubar) self.menu.setObjectName("menu") MainWindow.setMenuBar(self.menubar) self.statusbar = QtWidgets.QStatusBar(MainWindow) self.statusbar.setObjectName("statusbar") MainWindow.setStatusBar(self.statusbar) self.actionauthor_weber = QtWidgets.QAction(MainWindow) self.actionauthor_weber.setObjectName("actionauthor_weber") self.menu.addAction(self.actionauthor_weber) self.menubar.addAction(self.menu.menuAction()) self.pushButton.clicked.connect(self.read_model_path) self.pushButton_2.clicked.connect(self.loadmodel) self.pushButton_3.clicked.connect(self.show_image_path) self.listWidget.itemClicked.connect(self.process) self.pushButton_4.clicked.connect(self.get_change_num) self.pushButton_5.clicked.connect(self.show_zero) self.pushButton_6.clicked.connect(self.zoomout) self.pushButton_7.clicked.co