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UI_mian.py
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UI_mian.py
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# -*- coding: utf-8 -*-
# Form implementation generated from reading ui file 'UI2.ui'
#
# Created by: PyQt5 UI code generator 5.11.3
#
# WARNING! All changes made in this file will be lost!
from PyQt5 import QtCore,QtGui, QtWidgets
from PyQt5.QtGui import *
from PyQt5.QtCore import Qt
from PyQt5.QtWidgets import *
from Recognition import PlateRecognition
import cv2
import sys, os, xlwt
import numpy as np
class Ui_MainWindow(object):
def __init__(self):
self.RowLength = 0
self.Data = [['文件名称', '录入时间', '车牌号码', '车牌类型', '识别耗时', '车牌信息']]
def setupUi(self, MainWindow):
MainWindow.setObjectName("MainWindow")
MainWindow.resize(1213, 670)
MainWindow.setFixedSize(1213, 670) # 设置窗体固定大小
MainWindow.setToolButtonStyle(QtCore.Qt.ToolButtonIconOnly)
self.centralwidget = QtWidgets.QWidget(MainWindow)
self.centralwidget.setObjectName("centralwidget")
self.scrollArea = QtWidgets.QScrollArea(self.centralwidget)
self.scrollArea.setGeometry(QtCore.QRect(690, 10, 511, 491))
self.scrollArea.setWidgetResizable(True)
self.scrollArea.setObjectName("scrollArea")
self.scrollAreaWidgetContents = QtWidgets.QWidget()
self.scrollAreaWidgetContents.setGeometry(QtCore.QRect(0, 0, 509, 489))
self.scrollAreaWidgetContents.setObjectName("scrollAreaWidgetContents")
self.label_0 = QtWidgets.QLabel(self.scrollAreaWidgetContents)
self.label_0.setGeometry(QtCore.QRect(10, 10, 111, 20))
font = QtGui.QFont()
font.setPointSize(11)
self.label_0.setFont(font)
self.label_0.setObjectName("label_0")
self.label = QtWidgets.QLabel(self.scrollAreaWidgetContents)
self.label.setGeometry(QtCore.QRect(10, 40, 481, 441))
self.label.setObjectName("label")
self.label.setAlignment(Qt.AlignCenter)
self.scrollArea.setWidget(self.scrollAreaWidgetContents)
self.scrollArea_2 = QtWidgets.QScrollArea(self.centralwidget)
self.scrollArea_2.setGeometry(QtCore.QRect(10, 10, 671, 631))
self.scrollArea_2.setWidgetResizable(True)
self.scrollArea_2.setObjectName("scrollArea_2")
self.scrollAreaWidgetContents_1 = QtWidgets.QWidget()
self.scrollAreaWidgetContents_1.setGeometry(QtCore.QRect(0, 0, 669, 629))
self.scrollAreaWidgetContents_1.setObjectName("scrollAreaWidgetContents_1")
self.label_1 = QtWidgets.QLabel(self.scrollAreaWidgetContents_1)
self.label_1.setGeometry(QtCore.QRect(10, 10, 111, 20))
font = QtGui.QFont()
font.setPointSize(11)
self.label_1.setFont(font)
self.label_1.setObjectName("label_1")
self.tableWidget = QtWidgets.QTableWidget(self.scrollAreaWidgetContents_1)
self.tableWidget.setGeometry(QtCore.QRect(10, 40, 651, 581)) # 581))
self.tableWidget.setObjectName("tableWidget")
self.tableWidget.setColumnCount(6)
self.tableWidget.setColumnWidth(0, 140) # 设置1列的宽度
self.tableWidget.setColumnWidth(1, 130) # 设置2列的宽度
self.tableWidget.setColumnWidth(2, 65) # 设置3列的宽度
self.tableWidget.setColumnWidth(3, 75) # 设置4列的宽度
self.tableWidget.setColumnWidth(4, 65) # 设置5列的宽度
self.tableWidget.setColumnWidth(5, 174) # 设置6列的宽度
self.tableWidget.setHorizontalHeaderLabels(["图片名称", "录入时间", "识别耗时", "车牌号码", "车牌类型", "车牌信息"])
self.tableWidget.setRowCount(self.RowLength)
self.tableWidget.verticalHeader().setVisible(False) # 隐藏垂直表头)
# self.tableWidget.setStyleSheet("selection-background-color:blue")
# self.tableWidget.setAlternatingRowColors(True)
self.tableWidget.setEditTriggers(QAbstractItemView.NoEditTriggers)
self.tableWidget.raise_()
self.scrollArea_2.setWidget(self.scrollAreaWidgetContents_1)
self.scrollArea_3 = QtWidgets.QScrollArea(self.centralwidget)
self.scrollArea_3.setGeometry(QtCore.QRect(690, 510, 341, 131))
self.scrollArea_3.setWidgetResizable(True)
self.scrollArea_3.setObjectName("scrollArea_3")
self.scrollAreaWidgetContents_3 = QtWidgets.QWidget()
self.scrollAreaWidgetContents_3.setGeometry(QtCore.QRect(0, 0, 339, 129))
self.scrollAreaWidgetContents_3.setObjectName("scrollAreaWidgetContents_3")
self.label_2 = QtWidgets.QLabel(self.scrollAreaWidgetContents_3)
self.label_2.setGeometry(QtCore.QRect(10, 10, 111, 20))
font = QtGui.QFont()
font.setPointSize(11)
self.label_2.setFont(font)
self.label_2.setObjectName("label_2")
self.label_3 = QtWidgets.QLabel(self.scrollAreaWidgetContents_3)
self.label_3.setGeometry(QtCore.QRect(10, 40, 321, 81))
self.label_3.setObjectName("label_3")
self.scrollArea_3.setWidget(self.scrollAreaWidgetContents_3)
self.scrollArea_4 = QtWidgets.QScrollArea(self.centralwidget)
self.scrollArea_4.setGeometry(QtCore.QRect(1040, 510, 161, 131))
self.scrollArea_4.setWidgetResizable(True)
self.scrollArea_4.setObjectName("scrollArea_4")
self.scrollAreaWidgetContents_4 = QtWidgets.QWidget()
self.scrollAreaWidgetContents_4.setGeometry(QtCore.QRect(0, 0, 159, 129))
self.scrollAreaWidgetContents_4.setObjectName("scrollAreaWidgetContents_4")
self.pushButton_2 = QtWidgets.QPushButton(self.scrollAreaWidgetContents_4)
self.pushButton_2.setGeometry(QtCore.QRect(20, 50, 121, 31))
self.pushButton_2.setObjectName("pushButton_2")
self.pushButton = QtWidgets.QPushButton(self.scrollAreaWidgetContents_4)
self.pushButton.setGeometry(QtCore.QRect(20, 90, 121, 31))
self.pushButton.setObjectName("pushButton")
self.label_4 = QtWidgets.QLabel(self.scrollAreaWidgetContents_4)
self.label_4.setGeometry(QtCore.QRect(10, 10, 111, 20))
font = QtGui.QFont()
font.setPointSize(11)
self.label_4.setFont(font)
self.label_4.setObjectName("label_4")
self.scrollArea_4.setWidget(self.scrollAreaWidgetContents_4)
MainWindow.setCentralWidget(self.centralwidget)
self.statusbar = QtWidgets.QStatusBar(MainWindow)
self.statusbar.setObjectName("statusbar")
MainWindow.setStatusBar(self.statusbar)
self.retranslateUi(MainWindow)
QtCore.QMetaObject.connectSlotsByName(MainWindow)
self.retranslateUi(MainWindow)
QtCore.QMetaObject.connectSlotsByName(MainWindow)
self.pushButton.clicked.connect(self.__openimage) # 设置点击事件
self.pushButton_2.clicked.connect(self.__writeFiles) # 设置点击事件
self.retranslateUi(MainWindow)
QtCore.QMetaObject.connectSlotsByName(MainWindow)
self.ProjectPath = os.getcwd() # 获取当前工程文件位置
def retranslateUi(self, MainWindow):
_translate = QtCore.QCoreApplication.translate
MainWindow.setWindowTitle(_translate("MainWindow", "车牌识别系统"))
self.label_0.setText(_translate("MainWindow", "原始图片："))
self.label.setText(_translate("MainWindow", ""))
self.label_1.setText(_translate("MainWindow", "识别结果："))
self.label_2.setText(_translate("MainWindow", "车牌区域："))
self.label_3.setText(_translate("MainWindow", ""))
self.pushButton.setText(_translate("MainWindow", "打开文件"))
self.pushButton_2.setText(_translate("MainWindow", "导出数据"))
self.label_4.setText(_translate("MainWindow", "命令："))
self.scrollAreaWidgetContents_1.show()
# 识别
def __vlpr(self, path):
PR = PlateRecognition()
result = PR.VLPR(path)
return result
def __show(self, result, FileName):
# 显示表格
self.RowLength = self.RowLength + 1
if self.RowLength > 18:
self.tableWidget.setColumnWidth(5, 157)
self.tableWidget.setRowCount(self.RowLength)
self.tableWidget.setItem(self.RowLength - 1, 0, QTableWidgetItem(FileName))
self.tableWidget.setItem(self.RowLength - 1, 1, QTableWidgetItem(result['InputTime']))
self.tableWidget.setItem(self.RowLength - 1, 2, QTableWidgetItem(str(result['UseTime']) + '秒'))
self.tableWidget.setItem(self.RowLength - 1, 3, QTableWidgetItem(result['Number']))
self.tableWidget.setItem(self.RowLength - 1, 4, QTableWidgetItem(result['Type']))
if result['Type'] == '蓝色牌照':
self.tableWidget.item(self.RowLength - 1, 4).setBackground(QBrush(QColor(3, 128, 255)))
elif result['Type'] == '绿色牌照':
self.tableWidget.item(self.RowLength - 1, 4).setBackground(QBrush(QColor(98, 198, 148)))
elif result['Type'] == '黄色牌照':
self.tableWidget.item(self.RowLength - 1, 4).setBackground(QBrush(QColor(242, 202, 9)))
self.tableWidget.setItem(self.RowLength - 1, 5, QTableWidgetItem(result['From']))
# 显示识别到的车牌位置
size = (int(self.label_3.width()), int(self.label_3.height()))
shrink = cv2.resize(result['Picture'], size, interpolation=cv2.INTER_AREA)
shrink = cv2.cvtColor(shrink, cv2.COLOR_BGR2RGB)
self.QtImg = QtGui.QImage(shrink[:], shrink.shape[1], shrink.shape[0], shrink.shape[1] * 3,
QtGui.QImage.Format_RGB888)
self.label_3.setPixmap(QtGui.QPixmap.fromImage(self.QtImg))
def __writexls(self, DATA, path):
wb = xlwt.Workbook();
ws = wb.add_sheet('Data');
# DATA.insert(0, ['文件名称','录入时间', '车牌号码', '车牌类型', '识别耗时', '车牌信息'])
for i, Data in enumerate(DATA):
for j, data in enumerate(Data):
ws.write(i, j, data)
wb.save(path)
QMessageBox.information(None, "成功", "数据已保存！", QMessageBox.Yes)
def __writecsv(self, DATA, path):
f = open(path, 'w')
# DATA.insert(0, ['文件名称','录入时间', '车牌号码', '车牌类型', '识别耗时', '车牌信息'])
for data in DATA:
f.write((',').join(data) + '\n')
f.close()
QMessageBox.information(None, "成功", "数据已保存！", QMessageBox.Yes)
def __writeFiles(self):
path, filetype = QFileDialog.getSaveFileName(None, "另存为", self.ProjectPath,
"Excel 工作簿(*.xls);;CSV (逗号分隔)(*.csv)")
if path == "": # 未选择
return
if filetype == 'Excel 工作簿(*.xls)':
self.__writexls(self.Data, path)
elif filetype == 'CSV (逗号分隔)(*.csv)':
self.__writecsv(self.Data, path)
def __openimage(self):
path, filetype = QFileDialog.getOpenFileName(None, "选择文件", self.ProjectPath,
"JPEG Image (*.jpg);;PNG Image (*.png);;JFIF Image (*.jfif)") # ;;All Files (*)
if path == "": # 未选择文件
return
filename = path.split('/')[-1]
# 尺寸适配
size = cv2.imdecode(np.fromfile(path, dtype=np.uint8), cv2.IMREAD_COLOR).shape
if size[0] / size[1] > 1.0907:
w = size[1] * self.label.height() / size[0]
h = self.label.height()
jpg = QtGui.QPixmap(path).scaled(w, h)
elif size[0] / size[1] < 1.0907:
w = self.label.width()
h = size[0] * self.label.width() / size[1]
jpg = QtGui.QPixmap(path).scaled(w, h)
else:
jpg = QtGui.QPixmap(path).scaled(self.label.width(), self.label.height())
self.label.setPixmap(jpg)
result = self.__vlpr(path)
if result is not None:
self.Data.append(
[filename, result['InputTime'], result['Number'], result['Type'], str(result['UseTime']) + '秒',
result['From']])
self.__show(result, filename)
else:
QMessageBox.warning(None, "Error", "无法识别此图像！", QMessageBox.Yes)
# 重写MainWindow类
class MainWindow(QtWidgets.QMainWindow):
def closeEvent(self, event):
reply = QtWidgets.QMessageBox.question(self, '提示',
"是否要退出程序？\n提示：退出后将丢失所有识别数据",
QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No,
QtWidgets.QMessageBox.No)
if reply == QtWidgets.QMessageBox.Yes:
event.accept()
else:
event.ignore()
if __name__ == "__main__":
app = QtWidgets.QApplication(sys.argv)
MainWindow = MainWindow()
ui = Ui_MainWindow()
ui.setupUi(MainWindow)
MainWindow.show()
sys.exit(app.exec_())