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main.py
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main.py
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import sys
from datamatrix import DataMatrix
from PyQt5.QtCore import QCoreApplication, QDate, QDateTime, QMetaObject, QObject, QPoint, QRect, QSize, QTime, QUrl, Qt
from PyQt5.QtGui import *
from PyQt5.QtWidgets import *
from PyQt5 import QtWidgets
from mplwidget import MplWidget
class Ui_MainWindow(object):
def setupUi(self, MainWindow):
if not MainWindow.objectName():
MainWindow.setObjectName(u"MainWindow")
MainWindow.resize(1089, 681)
self.actionSave = QAction(MainWindow)
self.actionSave.setObjectName(u"actionSave")
self.centralwidget = QWidget(MainWindow)
self.centralwidget.setObjectName(u"centralwidget")
self.gridLayout_2 = QGridLayout(self.centralwidget)
self.gridLayout_2.setObjectName(u"gridLayout_2")
self.log_grid = QGridLayout()
self.log_grid.setObjectName(u"log_grid")
self.output_log = QPlainTextEdit(self.centralwidget)
self.output_log.setObjectName(u"output_log")
self.output_log.setMinimumSize(QSize(450, 0))
self.log_grid.addWidget(self.output_log, 0, 1, 1, 1)
self.verticalLayout = QVBoxLayout()
self.verticalLayout.setObjectName(u"verticalLayout")
self.verticalLayout.setSizeConstraint(QLayout.SetDefaultConstraint)
self.verticalLayout.setContentsMargins(-1, -1, 0, -1)
self.hist1_widget = MplWidget(self.centralwidget)
self.hist1_widget.setObjectName(u"hist1_widget")
self.hist1_widget.setMinimumSize(QSize(100, 50))
self.verticalLayout.addWidget(self.hist1_widget)
self.hist2_widget = MplWidget(self.centralwidget)
self.hist2_widget.setObjectName(u"hist2_widget")
self.hist2_widget.setMinimumSize(QSize(100, 50))
self.verticalLayout.addWidget(self.hist2_widget)
self.attr_widget = MplWidget(self.centralwidget)
self.attr_widget.setObjectName(u"attr_widget")
self.attr_widget.setMinimumSize(QSize(100, 50))
self.verticalLayout.addWidget(self.attr_widget)
self.log_grid.addLayout(self.verticalLayout, 0, 4, 1, 1)
self.plainTextEdit = QPlainTextEdit(self.centralwidget)
self.plainTextEdit.setObjectName(u"plainTextEdit")
self.plainTextEdit.setMinimumSize(QSize(120, 0))
self.plainTextEdit.setMaximumSize(QSize(460, 16777215))
self.plainTextEdit.setFrameShape(QFrame.StyledPanel)
self.plainTextEdit.setFrameShadow(QFrame.Sunken)
self.plainTextEdit.setMidLineWidth(1)
self.plainTextEdit.setVerticalScrollBarPolicy(Qt.ScrollBarAlwaysOff)
self.plainTextEdit.setSizeAdjustPolicy(QAbstractScrollArea.AdjustIgnored)
self.plainTextEdit.setLineWrapMode(QPlainTextEdit.NoWrap)
self.plainTextEdit.setTextInteractionFlags(Qt.TextSelectableByKeyboard|Qt.TextSelectableByMouse)
self.log_grid.addWidget(self.plainTextEdit, 0, 0, 1, 1)
self.verticalLayout_2 = QVBoxLayout()
self.verticalLayout_2.setObjectName(u"verticalLayout_2")
self.verticalLayout_2.setContentsMargins(-1, -1, 0, -1)
self.ac_widget2 = MplWidget(self.centralwidget)
self.ac_widget2.setObjectName(u"ac_widget2")
self.ac_widget2.setMinimumSize(QSize(100, 50))
self.verticalLayout_2.addWidget(self.ac_widget2)
self.log_grid.addLayout(self.verticalLayout_2, 0, 5, 1, 1)
self.gridLayout_2.addLayout(self.log_grid, 2, 0, 1, 1)
self.load_grid = QGridLayout()
self.load_grid.setObjectName(u"load_grid")
self.load_grid.setSizeConstraint(QLayout.SetFixedSize)
self.lbl_anno_dir = QLabel(self.centralwidget)
self.lbl_anno_dir.setObjectName(u"lbl_anno_dir")
self.load_grid.addWidget(self.lbl_anno_dir, 1, 2, 1, 1)
self.btn_out_dir = QPushButton(self.centralwidget)
self.btn_out_dir.setObjectName(u"btn_out_dir")
self.load_grid.addWidget(self.btn_out_dir, 0, 3, 1, 1)
self.btn_anno_dir = QPushButton(self.centralwidget)
self.btn_anno_dir.setObjectName(u"btn_anno_dir")
self.load_grid.addWidget(self.btn_anno_dir, 0, 2, 1, 1)
self.lbl_out_dir = QLabel(self.centralwidget)
self.lbl_out_dir.setObjectName(u"lbl_out_dir")
self.load_grid.addWidget(self.lbl_out_dir, 1, 3, 1, 1)
self.btn_img_list = QPushButton(self.centralwidget)
self.btn_img_list.setObjectName(u"btn_img_list")
self.load_grid.addWidget(self.btn_img_list, 0, 0, 1, 1)
self.btn_img_dir = QPushButton(self.centralwidget)
self.btn_img_dir.setObjectName(u"btn_img_dir")
self.load_grid.addWidget(self.btn_img_dir, 0, 1, 1, 1)
self.lbl_img_list = QLabel(self.centralwidget)
self.lbl_img_list.setObjectName(u"lbl_img_list")
self.load_grid.addWidget(self.lbl_img_list, 1, 0, 1, 1)
self.lbl_img_dir = QLabel(self.centralwidget)
self.lbl_img_dir.setObjectName(u"lbl_img_dir")
self.load_grid.addWidget(self.lbl_img_dir, 1, 1, 1, 1)
self.btn_start = QPushButton(self.centralwidget)
self.btn_start.setObjectName(u"btn_start")
self.load_grid.addWidget(self.btn_start, 0, 4, 1, 1)
self.gridLayout_2.addLayout(self.load_grid, 0, 0, 1, 1)
self.horizontalSpacer = QSpacerItem(40, 20, QSizePolicy.Expanding, QSizePolicy.Minimum)
self.gridLayout_2.addItem(self.horizontalSpacer, 1, 0, 1, 1)
MainWindow.setCentralWidget(self.centralwidget)
self.menubar = QMenuBar(MainWindow)
self.menubar.setObjectName(u"menubar")
self.menubar.setGeometry(QRect(0, 0, 1089, 21))
self.menuFile = QMenu(self.menubar)
self.menuFile.setObjectName(u"menuFile")
self.menuHelp = QMenu(self.menubar)
self.menuHelp.setObjectName(u"menuHelp")
MainWindow.setMenuBar(self.menubar)
self.statusbar = QStatusBar(MainWindow)
self.statusbar.setObjectName(u"statusbar")
MainWindow.setStatusBar(self.statusbar)
self.menubar.addAction(self.menuFile.menuAction())
self.menubar.addAction(self.menuHelp.menuAction())
self.menuFile.addAction(self.actionSave)
self.retranslateUi(MainWindow)
QMetaObject.connectSlotsByName(MainWindow)
# setupUi
def retranslateUi(self, MainWindow):
MainWindow.setWindowTitle(QCoreApplication.translate("MainWindow", u"MainWindow", None))
self.actionSave.setText(QCoreApplication.translate("MainWindow", u"Save", None))
self.lbl_anno_dir.setText(QCoreApplication.translate("MainWindow", u"not available", None))
self.btn_out_dir.setText(QCoreApplication.translate("MainWindow", u"Output directory", None))
self.btn_anno_dir.setText(QCoreApplication.translate("MainWindow", u"Annotations directory", None))
self.lbl_out_dir.setText(QCoreApplication.translate("MainWindow", u"not available", None))
self.btn_img_list.setText(QCoreApplication.translate("MainWindow", u"Image Textfile", None))
self.btn_img_dir.setText(QCoreApplication.translate("MainWindow", u"Image directory", None))
self.lbl_img_list.setText(QCoreApplication.translate("MainWindow", u"not available", None))
self.lbl_img_dir.setText(QCoreApplication.translate("MainWindow", u"not available", None))
self.btn_start.setText(QCoreApplication.translate("MainWindow", u"Start Evaluation", None))
self.menuFile.setTitle(QCoreApplication.translate("MainWindow", u"File", None))
self.menuHelp.setTitle(QCoreApplication.translate("MainWindow", u"Help", None))
# retranslateUi
class fr_MainWindow(QMainWindow, Ui_MainWindow):
def __init__(self, parent=None):
super(fr_MainWindow, self).__init__(parent)
qApp.installEventFilter(self)
self.setupUi(self)
path = 'c:\\tmp\\Attractiveness\\'
self.btn_img_dir.clicked.connect(self.buttonClicked)
self.btn_img_list.clicked.connect(self.buttonClicked)
self.btn_anno_dir.clicked.connect(self.buttonClicked)
self.btn_out_dir.clicked.connect(self.buttonClicked)
self.btn_start.clicked.connect(self.buttonClicked)
self.lbl_out_dir.setText(str(path) + 'Output')
self.lbl_img_dir.setText(str(path) + 'olympicstomato')
self.lbl_anno_dir.setText(str(path) + 'attractivenesssurveysolympics')
self.lbl_img_list.setText(str(path) + 'Output\\images.txt')
self.show()
def buttonClicked(self):
sender = self.sender()
if sender.text() == 'Image Textfile':
# self.rot += 0.1
print("< you pressed " + sender.text())
fname = QFileDialog.getOpenFileName(self, 'Open file',
'c:\\', "Aesthetics data file (*.dat *.txt)")
print(fname)
self.lbl_img_list.setText(fname[0])
elif sender.text() == 'Image directory':
print("> you pressed " + sender.text())
fname = QFileDialog.getExistingDirectory(self, 'Select Directory')
print(fname)
self.lbl_img_dir.setText(fname)
elif sender.text() == 'Annotations directory':
print("> you pressed " + sender.text())
fname = QFileDialog.getExistingDirectory(self, 'Select Directory')
print(fname)
self.lbl_anno_dir.setText(fname)
elif sender.text() == 'Output directory':
print("> you pressed " + sender.text())
fname = QFileDialog.getExistingDirectory(self, 'Select Directory')
print(fname)
self.lbl_out_dir.setText(fname)
elif sender.text() == 'Start Evaluation':
dm = DataMatrix(self.lbl_img_list.text(), self.lbl_anno_dir.text(), self.lbl_img_dir.text(),
self.lbl_out_dir.text(), 50)
self.plainTextEdit.setPlainText(dm.get_dataset_properties())
self.output_log.setPlainText(dm.output_log)
# plot histogram 1
self.hist1_widget.canvas.figure.clear()
ax = self.hist1_widget.canvas.figure.subplots()
ax.clear()
ax.hist(dm.hist1_canvas)
self.hist1_widget.canvas.draw()
# plot histogram 2
self.hist2_widget.canvas.figure.clear()
ax = self.hist2_widget.canvas.figure.subplots()
ax.clear()
ax.hist(dm.hist2_canvas)
self.hist2_widget.canvas.draw()
# plot miss attractive
self.attr_widget.canvas.figure.clear()
ax = self.attr_widget.canvas.figure.subplots()
ax.clear()
ax.axis('off')
ax.set_title('Miss Aesthetics')
ax.imshow(dm.attr_canvas)
self.attr_widget.canvas.draw()
# plot miss attractive
min, max, attr, avg, var = dm.get_age_data()
x = list(range(min, max))
self.ac_widget2.canvas.figure.clear()
ax = self.ac_widget2.canvas.figure.subplots()
ax.clear()
ax.set_title('Correlation of Aesthetics and Age')
for i in range(0, max-min):
for score in attr[i]:
ax.plot(min+i, score, '.')
print(str(min+i) + ' ' + str(score))
ax.plot(x, avg, '-', color='b')
self.ac_widget2.canvas.draw()
if __name__ == "__main__":
# app = QApplication(sys.argv)
app = QtWidgets.QApplication(sys.argv)
MainWindow = QtWidgets.QMainWindow()
# ui = Ui_MainWindow()
# ui.setupUi(MainWindow)
fr = fr_MainWindow()
# MainWindow.show()
# ex = App()
sys.exit(app.exec_())
if __name__ == 'x__main__':
path = 'c:\\tmp\\Attractiveness\\'
f = str(path) + 'attractivenesssurveysolympics'
load = str(path) + 'Output\\images.txt'
image = str(path) + 'olympicstomato'
out = str(path) + 'Output'
dm = DataMatrix(load, f, image, out, 50)