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   -> Python知识库 -> pyqt5实现YOLOv5视频检测结果的展示 -> 正文阅读

[Python知识库]pyqt5实现YOLOv5视频检测结果的展示

使用pyqt5展示基于YOLOv5的目标检测结果

????????最终效果如上所示。

????????本界面根据PyQt5 实现视频播放器_Taro的成长经历-CSDN博客_pyqt5播放视频提供的源代码改编制作。

代码:

videoDetect_pane.py:

from PyQt5.QtWidgets import *
from PyQt5.QtMultimedia import *
from PyQt5.QtGui import *
from PyQt5.QtCore import *
from PyQt5.QtMultimediaWidgets import QVideoWidget
from resource.videoDetect import Ui_MainWindow
from resource.myVideoWidget import myVideoWidget
import sys
from PyQt5 import QtCore,QtGui


class videoDetectionPane(Ui_MainWindow, QMainWindow):
    returnHome_signal = pyqtSignal()
    def __init__(self):
        super(Ui_MainWindow, self).__init__()
        self.setupUi(self)
        self.setWindowTitle("基层公安绩效评价工具 视频检测")
        icon = QtGui.QIcon()
        icon.addPixmap(QtGui.QPixmap("resource/images/police.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
        self.setWindowIcon(icon)
        self.setIconSize(QtCore.QSize(40, 40))

        self.sld_video_pressed=False  #判断当前进度条识别否被鼠标点击
        self.videoFullScreen = False   # 判断当前widget是否全屏
        self.videoFullScreenWidget = myVideoWidget()   # 创建一个全屏的widget

        self.player1 = QMediaPlayer()
        self.player2 = QMediaPlayer()

        self.player1.setVideoOutput(self.wgt_video)  # 视频播放输出的widget,就是上面定义的
        self.player2.setVideoOutput(self.wgt_video_2)

        self.btn_open.clicked.connect(self.openVideoFile)   # 打开视频文件按钮
        self.btn_play.clicked.connect(self.playVideo)       # play
        self.btn_stop.clicked.connect(self.pauseVideo)       # pause
        self.btn_cast.clicked.connect(self.castVideo)        # 视频截图
        self.player1.positionChanged.connect(self.changeSlide)      # change Slide
        self.player2.positionChanged.connect(self.changeSlide)
        self.videoFullScreenWidget.doubleClickedItem.connect(self.videoDoubleClicked)  #双击响应
        self.wgt_video.doubleClickedItem.connect(self.videoDoubleClicked)   #双击响应
        self.sld_video.setTracking(False)
        self.sld_video.sliderReleased.connect(self.releaseSlider)
        self.sld_video.sliderPressed.connect(self.pressSlider)
        self.sld_video.sliderMoved.connect(self.moveSlider)   # 进度条拖拽跳转
        self.sld_video.ClickedValue.connect(self.clickedSlider)  # 进度条点击跳转
        self.sld_audio.valueChanged.connect(self.volumeChange)  # 控制声音播放
        self.pushButton.clicked.connect(self.returnHome)  # 返回首页
        self.btn_cast.hide()

        icon1 = QtGui.QIcon()
        icon1.addPixmap(QtGui.QPixmap("resource/images/播放1.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
        self.btn_play.setIcon(icon1)
        self.btn_play.setIconSize(QtCore.QSize(30, 30))

        icon2 = QtGui.QIcon()
        icon2.addPixmap(QtGui.QPixmap("resource/images/选择.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
        self.btn_open.setIcon(icon2)
        self.btn_open.setIconSize(QtCore.QSize(30, 30))

        icon4 = QtGui.QIcon()
        icon4.addPixmap(QtGui.QPixmap("resource/images/返回首页.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
        self.pushButton.setIcon(icon4)
        self.pushButton.setIconSize(QtCore.QSize(30, 30))

        icon3 = QtGui.QIcon()
        icon3.addPixmap(QtGui.QPixmap("resource/images/暂停.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
        self.btn_stop.setIcon(icon3)
        self.btn_stop.setIconSize(QtCore.QSize(30, 30))

    def castVideo(self):
        screen = QGuiApplication.primaryScreen()
        cast_jpg = './'+QDateTime.currentDateTime().toString("yyyy-MM-dd hh-mm-ss-zzz")+'.jpg'
        screen.grabWindow(self.wgt_video.winId()).save(cast_jpg)

    def volumeChange(self, position):
        volume= round(position/self.sld_audio.maximum()*100)  # 音量
        # print("vlume %f" %volume)
        self.player1.setVolume(volume)
        self.player2.setVolume(volume)
        self.lab_audio.setText("volume:"+str(volume)+"%")

    def clickedSlider(self, position):
        if self.player1.duration() > 0:  # 开始播放后才允许进行跳转
            video_position = int((position / 100) * self.player1.duration())
            self.player1.setPosition(video_position)
            self.lab_video.setText("%.2f%%" % position)
        else:
            self.sld_video.setValue(0)
        if self.player2.duration() > 0:  # 开始播放后才允许进行跳转
            video_position = int((position / 100) * self.player2.duration())
            self.player2.setPosition(video_position)
            self.lab_video.setText("%.2f%%" % position)
        else:
            self.sld_video.setValue(0)

    def moveSlider(self, position):
        self.sld_video_pressed = True
        if self.player1.duration() > 0:  # 开始播放后才允许进行跳转
            video_position = int((position / 100) * self.player1.duration())
            self.player1.setPosition(video_position)
            self.lab_video.setText("%.2f%%" % position)
        if self.player2.duration() > 0:  # 开始播放后才允许进行跳转
            video_position = int((position / 100) * self.player2.duration())
            self.player2.setPosition(video_position)
            self.lab_video.setText("%.2f%%" % position)

    def pressSlider(self):
        self.sld_video_pressed = True
        print("pressed")

    def releaseSlider(self):
        self.sld_video_pressed = False

    def changeSlide(self, position):
        if not self.sld_video_pressed:  # 进度条被鼠标点击时不更新
            self.vidoeLength = self.player1.duration()+0.1
            self.sld_video.setValue(round((position/self.vidoeLength)*100))
            self.lab_video.setText("%.2f%%" % ((position/self.vidoeLength)*100))

    def openVideoFile(self):
        self.player1.setMedia(QMediaContent(QFileDialog.getOpenFileUrl()[0]))  # 选取视频文件
        self.player1.play()  # 播放视频

        self.player2.setMedia(QMediaContent(QFileDialog.getOpenFileUrl()[0]))
        self.player2.play()

        print(self.player1.availableMetaData())
        print(self.player2.availableMetaData())

    def playVideo(self):
        self.player1.play()
        self.player2.play()

    def pauseVideo(self):
        self.player1.pause()
        self.player2.pause()

    def videoDoubleClicked(self, text):
        if self.player1.duration() > 0:  # 开始播放后才允许进行全屏操作
            if self.videoFullScreen:
                self.player1.setVideoOutput(self.wgt_video)
                self.player2.setVideoOutput(self.wgt_video_2)
                self.videoFullScreenWidget.hide()
                self.videoFullScreen = False
            else:
                self.videoFullScreenWidget.show()
                self.player1.setVideoOutput(self.videoFullScreenWidget)
                self.player2.setVideoOutput(self.videoFullScreenWidget)
                self.videoFullScreenWidget.setFullScreen(1)
                self.videoFullScreen = True

    def returnHome(self):
        self.returnHome_signal.emit()


if __name__ == '__main__':
    app = QApplication(sys.argv)
    vieo_gui = videoDetectionPane()
    vieo_gui.show()
    sys.exit(app.exec_())

videoDetect.py:

# -*- coding: utf-8 -*-

# Form implementation generated from reading ui file 'videoDetect.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.


from PyQt5 import QtCore, QtGui, QtWidgets


class Ui_MainWindow(object):
    def setupUi(self, MainWindow):
        MainWindow.setObjectName("MainWindow")
        MainWindow.resize(1082, 584)
        MainWindow.setStyleSheet("#MainWindow{\n"
"    background-color: rgb(0, 0, 127, 0.5);\n"
"}")
        self.centralwidget = QtWidgets.QWidget(MainWindow)
        self.centralwidget.setStyleSheet("#centralwidget{\n"
"background-color: rgb(0, 0, 127, 0.3);\n"
"}")
        self.centralwidget.setObjectName("centralwidget")
        self.gridLayout = QtWidgets.QGridLayout(self.centralwidget)
        self.gridLayout.setObjectName("gridLayout")
        self.lab_video = QtWidgets.QLabel(self.centralwidget)
        self.lab_video.setMaximumSize(QtCore.QSize(50, 50))
        self.lab_video.setStyleSheet("color: rgb(255, 255, 255);\n"
"font: 11pt \"Arial\";")
        self.lab_video.setObjectName("lab_video")
        self.gridLayout.addWidget(self.lab_video, 2, 2, 1, 1)
        self.sld_video = myVideoSlider(self.centralwidget)
        self.sld_video.setMinimumSize(QtCore.QSize(410, 0))
        self.sld_video.setMaximumSize(QtCore.QSize(16777215, 20))
        self.sld_video.setMaximum(100)
        self.sld_video.setOrientation(QtCore.Qt.Horizontal)
        self.sld_video.setObjectName("sld_video")
        self.gridLayout.addWidget(self.sld_video, 2, 0, 1, 2)
        self.wgt_video_2 = myVideoWidget(self.centralwidget)
        self.wgt_video_2.setMinimumSize(QtCore.QSize(410, 200))
        self.wgt_video_2.setMaximumSize(QtCore.QSize(16777215, 16777215))
        palette = QtGui.QPalette()
        brush = QtGui.QBrush(QtGui.QColor(255, 255, 255))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Active, QtGui.QPalette.Base, brush)
        brush = QtGui.QBrush(QtGui.QColor(0, 0, 0))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Active, QtGui.QPalette.Window, brush)
        brush = QtGui.QBrush(QtGui.QColor(255, 255, 255))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Inactive, QtGui.QPalette.Base, brush)
        brush = QtGui.QBrush(QtGui.QColor(0, 0, 0))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Inactive, QtGui.QPalette.Window, brush)
        brush = QtGui.QBrush(QtGui.QColor(0, 0, 0))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Disabled, QtGui.QPalette.Base, brush)
        brush = QtGui.QBrush(QtGui.QColor(0, 0, 0))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Disabled, QtGui.QPalette.Window, brush)
        self.wgt_video_2.setPalette(palette)
        self.wgt_video_2.setAutoFillBackground(True)
        self.wgt_video_2.setObjectName("wgt_video_2")
        self.gridLayout.addWidget(self.wgt_video_2, 1, 1, 1, 2)
        self.label = QtWidgets.QLabel(self.centralwidget)
        self.label.setStyleSheet("font: 20pt \"隶书\";\n"
"color: rgb(255, 255, 255);")
        self.label.setAlignment(QtCore.Qt.AlignCenter)
        self.label.setObjectName("label")
        self.gridLayout.addWidget(self.label, 0, 0, 1, 1)
        self.wgt_video = myVideoWidget(self.centralwidget)
        self.wgt_video.setMinimumSize(QtCore.QSize(410, 200))
        self.wgt_video.setMaximumSize(QtCore.QSize(16777215, 16777215))
        palette = QtGui.QPalette()
        brush = QtGui.QBrush(QtGui.QColor(255, 255, 255))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Active, QtGui.QPalette.Base, brush)
        brush = QtGui.QBrush(QtGui.QColor(0, 0, 0))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Active, QtGui.QPalette.Window, brush)
        brush = QtGui.QBrush(QtGui.QColor(255, 255, 255))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Inactive, QtGui.QPalette.Base, brush)
        brush = QtGui.QBrush(QtGui.QColor(0, 0, 0))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Inactive, QtGui.QPalette.Window, brush)
        brush = QtGui.QBrush(QtGui.QColor(0, 0, 0))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Disabled, QtGui.QPalette.Base, brush)
        brush = QtGui.QBrush(QtGui.QColor(0, 0, 0))
        brush.setStyle(QtCore.Qt.SolidPattern)
        palette.setBrush(QtGui.QPalette.Disabled, QtGui.QPalette.Window, brush)
        self.wgt_video.setPalette(palette)
        self.wgt_video.setAutoFillBackground(True)
        self.wgt_video.setObjectName("wgt_video")
        self.gridLayout.addWidget(self.wgt_video, 1, 0, 1, 1)
        self.label_2 = QtWidgets.QLabel(self.centralwidget)
        self.label_2.setStyleSheet("font: 20pt \"隶书\";\n"
"color: rgb(255, 255, 255);")
        self.label_2.setAlignment(QtCore.Qt.AlignCenter)
        self.label_2.setObjectName("label_2")
        self.gridLayout.addWidget(self.label_2, 0, 1, 1, 1)
        self.splitter = QtWidgets.QSplitter(self.centralwidget)
        self.splitter.setOrientation(QtCore.Qt.Horizontal)
        self.splitter.setObjectName("splitter")
        self.btn_open = QtWidgets.QPushButton(self.splitter)
        self.btn_open.setMinimumSize(QtCore.QSize(150, 50))
        self.btn_open.setMaximumSize(QtCore.QSize(100, 25))
        self.btn_open.setStyleSheet("QPushButton {\n"
"background-color:qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(0, 38, 200, 255), stop:1 rgba(255, 255, 255, 255));\n"
"border-radius:8px;\n"
"color:white;\n"
"spacing:20px;\n"
"    font: 16pt \"楷体\";\n"
"}\n"
"QPushButton:hover {\n"
"    background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(147, 33, 250, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"QPushButton:pressed {\n"
"background-color:qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(250, 33, 80, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"QPushButton:disabled{\n"
"    background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(0, 0, 0, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}")
        self.btn_open.setObjectName("btn_open")
        self.btn_play = QtWidgets.QPushButton(self.splitter)
        self.btn_play.setMinimumSize(QtCore.QSize(150, 50))
        self.btn_play.setMaximumSize(QtCore.QSize(100, 25))
        self.btn_play.setStyleSheet("QPushButton {\n"
"background-color:qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(0, 38, 200, 255), stop:1 rgba(255, 255, 255, 255));\n"
"border-radius:8px;\n"
"color:white;\n"
"spacing:20px;\n"
"    font: 16pt \"楷体\";\n"
"}\n"
"QPushButton:hover {\n"
"    background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(147, 33, 250, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"QPushButton:pressed {\n"
"background-color:qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(250, 33, 80, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"QPushButton:disabled{\n"
"    background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(0, 0, 0, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}")
        self.btn_play.setObjectName("btn_play")
        self.btn_stop = QtWidgets.QPushButton(self.splitter)
        self.btn_stop.setMinimumSize(QtCore.QSize(150, 50))
        self.btn_stop.setMaximumSize(QtCore.QSize(100, 25))
        self.btn_stop.setStyleSheet("QPushButton {\n"
"background-color:qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(0, 38, 200, 255), stop:1 rgba(255, 255, 255, 255));\n"
"border-radius:8px;\n"
"color:white;\n"
"spacing:20px;\n"
"    font: 16pt \"楷体\";\n"
"}\n"
"QPushButton:hover {\n"
"    background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(147, 33, 250, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"QPushButton:pressed {\n"
"background-color:qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(250, 33, 80, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"QPushButton:disabled{\n"
"    background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(0, 0, 0, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}")
        self.btn_stop.setObjectName("btn_stop")
        self.sld_audio = QtWidgets.QSlider(self.splitter)
        self.sld_audio.setMinimumSize(QtCore.QSize(100, 50))
        self.sld_audio.setMaximumSize(QtCore.QSize(150, 20))
        self.sld_audio.setProperty("value", 99)
        self.sld_audio.setOrientation(QtCore.Qt.Horizontal)
        self.sld_audio.setObjectName("sld_audio")
        self.lab_audio = QtWidgets.QLabel(self.splitter)
        self.lab_audio.setStyleSheet("color: rgb(255, 255, 255);\n"
"font: 14pt \"Arial\";")
        self.lab_audio.setAlignment(QtCore.Qt.AlignCenter)
        self.lab_audio.setObjectName("lab_audio")
        self.btn_cast = QtWidgets.QPushButton(self.splitter)
        self.btn_cast.setMinimumSize(QtCore.QSize(150, 50))
        self.btn_cast.setStyleSheet("QPushButton {\n"
"background-color:qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(0, 38, 200, 255), stop:1 rgba(255, 255, 255, 255));\n"
"border-radius:8px;\n"
"color:white;\n"
"spacing:20px;\n"
"    font: 16pt \"楷体\";\n"
"}\n"
"QPushButton:hover {\n"
"    background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(147, 33, 250, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"QPushButton:pressed {\n"
"background-color:qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(250, 33, 80, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"QPushButton:disabled{\n"
"    background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(0, 0, 0, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}")
        self.btn_cast.setObjectName("btn_cast")
        self.pushButton = QtWidgets.QPushButton(self.splitter)
        self.pushButton.setMinimumSize(QtCore.QSize(50, 50))
        self.pushButton.setMaximumSize(QtCore.QSize(50, 50))
        self.pushButton.setStyleSheet("QPushButton {\n"
"background-color:qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(0, 38, 200, 255), stop:1 rgba(255, 255, 255, 255));\n"
"border-radius:8px;\n"
"color:white;\n"
"spacing:20px;\n"
"    font: 16pt \"楷体\";\n"
"}\n"
"QPushButton:hover {\n"
"    background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(147, 33, 250, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"QPushButton:pressed {\n"
"background-color:qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:1, stop:0 rgba(250, 33, 80, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}\n"
"QPushButton:disabled{\n"
"    background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(0, 0, 0, 255), stop:1 rgba(255, 255, 255, 255));\n"
"}")
        self.pushButton.setText("")
        self.pushButton.setObjectName("pushButton")
        self.gridLayout.addWidget(self.splitter, 3, 0, 1, 3)
        self.gridLayout.setRowStretch(1, 10)
        MainWindow.setCentralWidget(self.centralwidget)
        self.menubar = QtWidgets.QMenuBar(MainWindow)
        self.menubar.setGeometry(QtCore.QRect(0, 0, 1082, 26))
        self.menubar.setObjectName("menubar")
        MainWindow.setMenuBar(self.menubar)
        self.statusbar = QtWidgets.QStatusBar(MainWindow)
        self.statusbar.setObjectName("statusbar")
        MainWindow.setStatusBar(self.statusbar)

        self.retranslateUi(MainWindow)
        QtCore.QMetaObject.connectSlotsByName(MainWindow)

    def retranslateUi(self, MainWindow):
        _translate = QtCore.QCoreApplication.translate
        MainWindow.setWindowTitle(_translate("MainWindow", "MainWindow"))
        self.lab_video.setText(_translate("MainWindow", "0%"))
        self.label.setText(_translate("MainWindow", "检测前的视频"))
        self.label_2.setText(_translate("MainWindow", "检测后的视频"))
        self.btn_open.setText(_translate("MainWindow", "打开"))
        self.btn_play.setText(_translate("MainWindow", "播放"))
        self.btn_stop.setText(_translate("MainWindow", "暂停"))
        self.lab_audio.setText(_translate("MainWindow", "volume:100%"))
        self.btn_cast.setText(_translate("MainWindow", "截图"))
from resource.myVideoWidget import myVideoWidget
from resource.myvideoslider import myVideoSlider


if __name__ == "__main__":
    import sys
    app = QtWidgets.QApplication(sys.argv)
    MainWindow = QtWidgets.QMainWindow()
    ui = Ui_MainWindow()
    ui.setupUi(MainWindow)
    MainWindow.show()
    sys.exit(app.exec_())

myVideoWidget.py:

from PyQt5.QtMultimediaWidgets import QVideoWidget
from PyQt5.QtCore import *


class myVideoWidget(QVideoWidget):
    doubleClickedItem = pyqtSignal(str)  # 创建双击信号

    def __init__(self, parent=None):
        super(QVideoWidget, self).__init__(parent)


    def mouseDoubleClickEvent(self, QMouseEvent):     #双击事件
        self.doubleClickedItem.emit("double clicked")


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