287 lines
12 KiB
Python
287 lines
12 KiB
Python
#!/usr/bin/env python3
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import sys
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import json
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import numpy as np
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import pandas as pd
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import os
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import PyQt5
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from PyQt5 import QtGui
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from PyQt5 import QtCore
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from PyQt5.QtCore import QSize, QUrl, pyqtSignal, QFile, QTextStream
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from PyQt5.QtGui import QIcon
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from PyQt5.QtMultimedia import QMediaContent
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from PyQt5.QtWidgets import QAction, QFileDialog, QStatusBar
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from PyQt5.QtGui import QPalette, QColor
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print("Qt version {0}".format(QtCore.QT_VERSION_STR))
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from PyQt5 import QtWidgets
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import pyqtgraph as pg
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import cv2
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print("OpenCV version {0} ".format(cv2.__version__))
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from uiwidget import widgetplayer, widgettimeline, widgetgaze, widgetspeaking, widgetpose, widgetfacialexpression, widgetobject, widgetvideosettings
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from processing import Processor
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class MainWindow(QtWidgets.QMainWindow):
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sendPath = pyqtSignal(str)
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sendSegments = pyqtSignal(np.ndarray)
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def __init__(self, verbose=False, parent=None):
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super(MainWindow, self).__init__(parent)
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self.setWindowTitle('Conversation Analysis')
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PyQt5.uic.loadUi('gui.ui', self) # Load the .ui file
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self.show() # Show the GUI
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self.resize(1600, 900)
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self.dataContainer = None
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self.verbose = verbose
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self.movieDir = ''
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self.segments = []
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self.frames_bitmask = None
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self.frame = None
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self.frameCount = None
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self.fps = None
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self._setupMenuBar()
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self.status = QStatusBar()
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self.setStatusBar(self.status)
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self.status.showMessage('Welcome', 1000)
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self.wPlayer = self.findChild(widgetplayer.WidgetPlayer, "video")
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self.wTimeLine = self.findChild(widgettimeline.WidgetTimeLine, "time")
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self.wTab = self.findChild(QtWidgets.QTabWidget, "tab")
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self.wGaze = self.findChild(widgetgaze.WidgetGaze, "gaze")
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self.wSpeaking = self.findChild(widgetspeaking.WidgetSpeaking, "speak")
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self.wPose = self.findChild(widgetpose.WidgetPose, "pose")
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self.wFace = self.findChild(widgetfacialexpression.WidgetFacialExpression, "face")
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self.wObject = self.findChild(widgetobject.WidgetObject, "object")
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self.wVideoSettings = self.findChild(widgetvideosettings.WidgetVideoSettings, "vsettings")
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self.wPlayer.mediaPlayer.positionChanged.connect(self.wTimeLine.updateSlider)
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self.wPlayer.sendState.connect(self.wTimeLine.mediaStateChanged)
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self.wTimeLine.signalSetPosition.connect(self.wPlayer.mediaPlayer.setPosition)
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self.wTimeLine.signalPlay.connect(self.wPlayer.play)
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self.processor = Processor()
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self.processor.signalInit.connect(self.wPose.initMovementGraph)
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self.processor.signalInit.connect(self.wSpeaking.initSpeakingGraph)
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self.processor.signalInit.connect(self.wGaze.initGazeGraph)
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self.processor.signalInitTags.connect(self.wObject.setInit)
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self.processor.signalInit.connect(self.wFace.setInit)
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self.processor.signalInit.connect(self.wVideoSettings.setInit)
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self.wPlayer.frameAvailable.connect(self.processor.saveCurrentFrameData)
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self.processor.signalPoseSetInit.connect(self.wPose.setInit)
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self.processor.signalGazeSetInit.connect(self.wGaze.setInit)
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self.processor.signalSpeakerSetInit.connect(self.wSpeaking.setInit)
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self.processor.signalUpdateHandVelocity.connect(self.wPose.updateHandVelocity)
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self.processor.signalUpdateMovementGraph.connect(self.wPose.updateMovementGraph)
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self.processor.signalUpdateSpeakGraph.connect(self.wSpeaking.updateSpeakingGraph)
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self.processor.signalUpdateFaceAus.connect(self.wFace.updateFrame)
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self.processor.signalUpdateFaceImgs.connect(self.wFace.updateImages)
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self.processor.signalUpdateTagGraph.connect(self.wObject.updateTagGraph)
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self.processor.signalVideoLabel.connect(self.wPlayer.draw_labels)
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self.processor.signalPosePoints.connect(self.wPlayer.draw_pose)
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self.processor.signalPoseChangedLabels.connect(self.wPose.updateLables)
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self.processor.signalSpeakChangedLabels.connect(self.wSpeaking.updateLables)
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self.processor.signalUpdateGazeGraph.connect(self.wGaze.updateGazeGraph)
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self.processor.signalUpdateGazeMap.connect(self.wPlayer.draw_gaze)
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self.processor.signalUpdateTags.connect(self.wPlayer.draw_tags)
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self.wVideoSettings.signalVisualize.connect(self.processor.onVisualize)
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self.wVideoSettings.signalSelectID.connect(self.wPose.onSelectedID)
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self.wVideoSettings.signalSelectID.connect(self.wGaze.onSelectedID)
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self.wVideoSettings.signalSelectID.connect(self.wPlayer.onSelectedID)
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self.wVideoSettings.signalSelectID.connect(self.processor.onSelectedID)
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self.processor.signalClearLabels.connect(self.wPlayer.clear_labels)
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self.processor.signalClearPose.connect(self.wPlayer.clear_pose)
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self.processor.signalClearGaze.connect(self.wPlayer.clear_gaze)
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self.processor.signalClearTags.connect(self.wPlayer.clear_tags)
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self.processor.signalDeactivatePoseTab.connect(self.togglePoseTab)
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self.processor.signalDeactivateFaceTab.connect(self.toggleFaceTab)
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self.processor.signalDeactivateGazeTab.connect(self.toggleGazeTab)
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self.processor.signalDeactivateSpeakingTab.connect(self.toggleSpeakingTab)
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self.processor.signalDeactivateObjectTab.connect(self.toggleObjectTab)
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self.wTab.setCurrentIndex(0)
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self.wTab.currentChanged.connect(self.processor.tabChanged)
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def openProject(self, movie_fileName, data_fileName):
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self.status.showMessage('Reading data...')
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self.processor.readData(movie_fileName, data_fileName)
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self.processor.calculateMovementMeasures()
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self.processor.calculateSpeakingMeasures()
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self.wPlayer.mediaPlayer.positionChanged.connect(self.processor.updateFrame)
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self.wPlayer.mediaPlayer.positionChanged.connect(self.updateFrame)
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self.fps = self.processor.getFPS()
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# Variables for segment updates --> bool array for all frames
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self.frame = 0
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self.frameCount = self.processor.getFrameCount()
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self.frames_bitmask = np.ones(self.frameCount)
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self.segments = [(0, self.frameCount)]
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self.wTimeLine.setInit(self.processor.getFrameCount(), self.processor.getNumberIDs(), self.processor.getFPS())
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self.wPlayer.setInit(self.processor.getVideo(), self.processor.getFPS(),
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self.processor.getOriginalVideoResolution(), self.processor.getNumberIDs(),
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self.processor.getColors(), self.processor.getTags(), self.processor.getTagColors())
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self.wTimeLine.rangeslider.segmentsChanged.connect(self.segmentsChanged)
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self.sendSegments.connect(self.processor._updateSegments)
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self.processor.setReady(True)
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self.status.showMessage('Ready')
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def segmentsChanged(self, segments, last_segment_changed):
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self.segments = segments
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self.frames_bitmask = np.zeros(self.frameCount)
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for segment in segments:
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start, end = segment
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self.frames_bitmask[start:end] = np.ones((end - start))
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self.sendSegments.emit(self.frames_bitmask)
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start, end = segments[last_segment_changed]
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if start > self.frame:
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self.wPlayer.setFrame(start)
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if end < self.frame:
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self.wPlayer.pause()
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self.wPlayer.setFrame(end)
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"""
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def closeEvent(self, event):
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self.wPlayer.stop()
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#quit_msg = "Are you sure you want to exit the program?"
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# reply = QtGui.QMessageBox.question(self, 'Message',
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# quit_msg, QtGui.QMessageBox.Yes, QtGui.QMessageBox.No)
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#
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# if reply == QtGui.QMessageBox.Yes:
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# event.accept()
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# else:
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# event.ignore()
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"""
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def open(self):
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movie_fileName, _ = QFileDialog.getOpenFileName(self, "Open Movie File", "", "Files (*.mp4)", self.movieDir)
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data_fileName, _ = QFileDialog.getOpenFileName(
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self, "Open Preprocessed File", "", "Files (*.dat)", self.movieDir)
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if movie_fileName and data_fileName and os.path.isfile(movie_fileName) and os.path.isfile(data_fileName):
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self.status.showMessage('Loading data... ')
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self.openProject(movie_fileName, data_fileName)
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else:
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print("ERROR: select two files")
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def export(self):
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self.status.showMessage('Exporting data... This might take some time.')
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# has to be defined in the main window, and then call the processing function
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self.processor.export()
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self.status.showMessage('Exported data successfully!')
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def _setupMenuBar(self):
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self.mainMenu = self.menuBar()
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fileMenu = self.mainMenu.addMenu('&File')
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openAct = QAction('&Open', self)
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openAct.setStatusTip('Open files')
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openAct.setShortcut('Ctrl+O')
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openAct.triggered.connect(self.open)
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fileMenu.addAction(openAct)
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exportAct = QAction('&Export', self)
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exportAct.setStatusTip('Export calculations')
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exportAct.setShortcut('Ctrl+E')
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exportAct.triggered.connect(self.export)
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fileMenu.addAction(exportAct)
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exitAct = QAction('&Exit', self)
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exitAct.setStatusTip('Exit application')
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exitAct.setShortcut('Ctrl+Q')
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exitAct.triggered.connect(self.close)
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fileMenu.addAction(exitAct)
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#@QtCore.pyqtSlot(str)
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# def statusUpdate(self, message):
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# self.status.showMessage(message)
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def updateFrame(self, position):
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self.frame = int((position / 1000.0) * self.fps)
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if self.frames_bitmask[self.frame] == 0:
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for segment in self.segments:
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if segment[0] > self.frame:
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self.wPlayer.setFrame(segment[0] + 1)
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break
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@QtCore.pyqtSlot(bool)
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def togglePoseTab(self, deactivate):
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self.wTab.setTabEnabled(2, not deactivate)
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@QtCore.pyqtSlot(bool)
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def toggleGazeTab(self, deactivate):
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self.wTab.setTabEnabled(0, not deactivate)
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@QtCore.pyqtSlot(bool)
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def toggleFaceTab(self, deactivate):
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self.wTab.setTabEnabled(3, not deactivate)
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@QtCore.pyqtSlot(bool)
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def toggleSpeakingTab(self, deactivate):
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self.wTab.setTabEnabled(1, not deactivate)
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@QtCore.pyqtSlot(bool)
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def toggleObjectTab(self, deactivate):
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self.wTab.setTabEnabled(4, not deactivate)
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if __name__ == "__main__":
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app = QtWidgets.QApplication(sys.argv)
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# print(sys.argv)
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app.setWindowIcon(QtGui.QIcon('icons/logo.png'))
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app.setStyle("Fusion")
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# Now use a palette to switch to dark colors:
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palette = QPalette()
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palette.setColor(QPalette.Window, QColor(53, 53, 53))
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palette.setColor(QPalette.WindowText, QtCore.Qt.white)
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palette.setColor(QPalette.Base, QColor(25, 25, 25))
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palette.setColor(QPalette.AlternateBase, QColor(53, 53, 53))
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palette.setColor(QPalette.ToolTipBase, QtCore.Qt.black)
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palette.setColor(QPalette.ToolTipText, QtCore.Qt.white)
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palette.setColor(QPalette.Text, QtCore.Qt.white)
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palette.setColor(QPalette.Button, QColor(53, 53, 53))
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palette.setColor(QPalette.ButtonText, QtCore.Qt.white)
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palette.setColor(QPalette.BrightText, QtCore.Qt.red)
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palette.setColor(QPalette.Link, QColor(42, 130, 218))
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palette.setColor(QPalette.Highlight, QColor(42, 130, 218))
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palette.setColor(QPalette.HighlightedText, QtCore.Qt.black)
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app.setPalette(palette)
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if ("--verbose" in sys.argv):
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verbose = True
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print("### Verbose ENABLED")
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else:
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verbose = False
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main = MainWindow(verbose=verbose)
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main.setWindowTitle('ConAn: A Usable Tool for Multimodal Conversation Analysis')
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main.show()
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sys.exit(app.exec_())
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