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main.py
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main.py
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from PySide2.QtWidgets import *
from PySide2.QtUiTools import *
from PySide2.QtCore import *
from PySide2 import QtGui, QtCore, QtWidgets
from PySide2.QtGui import *
from moviepy.editor import VideoFileClip
import threading
import cv2
import sys, os
import PySide2
import datetime
import firstSource
import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt
import secondSource
from PySide2.QtGui import QMovie
import sys
import numpy as np
import shutil
from decimal import Decimal
sys.path.append('deploy')
from MyControl import *
from PIL import Image
from pylab import xticks,yticks,np
dirname = os.path.dirname(PySide2.__file__)
plugin_path = os.path.join(dirname, 'plugins', 'platforms')
os.environ['QT_QPA_PLATFORM_PLUGIN_PATH'] = plugin_path
os.environ['PYTHON_EXE'] = sys.executable
class status():
def __init__(self):
# self.handleCalc()
#正常情况下应该是先跳转到主页menu，现在主页还没完善好，因此先跳转到行人单目标检测
self.id_num = 0
self.handleCalc()
# note: 添加变量
self.file_path = [] # 用于保存结果文件
self.video_path = [] # 用于保存选择的视频路径
self.final_time = 0
self.txt_output_path = ''
self.video_output_path = ''
self.txt_statistic_output_path = ''
# self.is_enter = False
def show_ui(self, location):
loca="ui/"+location
qfile_staus = QFile(loca)
qfile_staus.open(QFile.ReadOnly)
qfile_staus.close()
self.ui = QUiLoader().load(qfile_staus)
self.ui.setWindowTitle("百度飞桨PP-Tracking")
appIcon = QIcon("source/first/logo.jpg")
self.ui.setWindowIcon(appIcon)
def help_set_shadow(self, x_offset
, y_offset
, radius
, color
, *control):
for x in control:
tempEffect = QGraphicsDropShadowEffect(self.ui)
tempEffect.setOffset(x_offset, y_offset)
tempEffect.setBlurRadius(radius) # 阴影半径
tempEffect.setColor(color)
x.setGraphicsEffect(tempEffect)
def help_set_style_sheet(self, s, *controllers):
for x in controllers:
x.setStyleSheet(s)
def help_hide(self, *control):
for x in control:
x.setVisible(False)
def help_set_up(self, *control):
for x in control:
x.raise_()
def help_set_edit(self, edit, one):
if one == 1 or one == -1:
self.time = self.time + one
if self.time>999: self.time=999
if self.time<0: self.time=0
edit.setText(str(self.time))
else:
# self.confi = float(float(self.confi) + float(one))
self.confi = Decimal(str(self.confi)) + Decimal(str(one))
self.confi = Decimal(self.confi).quantize(Decimal("0.00"))
if self.confi > 1.0: self.confi = 1.0
if self.confi < 0.0: self.confi = 0.0
edit.setText(str(self.confi))
def help_set_edit_by_hand_new(self, edit):
text = edit.text()
if not text.isdigit():
QMessageBox.warning(self.ui, '错误提示', '密度标准只能输入整形数字！')
else:
self.std = int(edit.text())
now = int(edit.text())
if self.std>9999: self.std = 9999
if self.std<0: self.std = 0
if now != self.std: edit.setText(str(self.std))
def help_set_edit_by_hand(self, edit, one):
if one == 1:
text = edit.text()
if not text.isdigit():
QMessageBox.warning(self.ui, '错误提示', '只能输入整形数字！')
else:
self.time = int(edit.text())
now = int(edit.text())
if self.time>999: self.time = 999
if self.time<0: self.time = 0
if now != self.time: edit.setText(str(self.time))
else:
self.confi = int(Decimal(str(edit.text())) * 100)
self.confi = Decimal(str(self.confi / 100.0))
now = Decimal(str(edit.text()))
if self.confi > 1.0: self.confi = 1.0
if self.confi < 0.0: self.confi = 0.0
if now != self.confi:
edit.setText(str(self.confi))
def help_set_spinBox(self, edit, add, down, one):
edit.textChanged.connect(lambda: self.help_set_edit_by_hand(edit, one))
add.clicked.connect(lambda: self.help_set_edit(edit, one))
down.clicked.connect(lambda: self.help_set_edit(edit, -1*one))
def help_set_progress(self, len, progress, show_label):
"""
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
用来更新那个进度条的函数
！！！注意更新进度条的时候一定要先修改self.progressPos,
self.progressPos是一个0到1的小数
:param len:指的是总进度条的长度，是120
:param progress: 指的是self.ui.label_progressBar,直接传这个参数就可以
:param show_label:是self.ui.label_progressBar_num，直接传这个
:return:
"""
show_label.setText(' ')
progress.resize(int(self.progressPos*len), progress.height())
def handleCalc(self):
self.show_ui("main_menu.ui")
self.have_show_video = 0
self.is_tracking = '--draw_center_traj'
self.is_enter_surely = 0
self.help_set_shadow(0, 0, 50, QColor(0, 0, 0, 0.06 * 255)
, self.ui.widget1
, self.ui.widget1_2
, self.ui.widget1_3)
self.help_set_shadow(-10, 10, 30, QColor(0, 0, 0, 0.06 * 255)
, self.ui.widget
, self.ui.widget_3
, self.ui.widget_4
, self.ui.widget_5
, self.ui.widget_6
, self.ui.widget_7
, self.ui.widget_8)
test_video=r"C:\Users\Administrator\Desktop\university\d4199e42f744cbe3be7f5ac262cd9056.mp4"
label1 = MyMenuVideoLabel("source/second/menu_pedestrian.PNG"
, 360, 184, 320, 180
, test_video
, self.ui)
label2 = MyMenuVideoLabel("source/second/menu_car.PNG"
, 800, 184, 320, 180
, test_video
, self.ui)
label3 = MyMenuVideoLabel("source/second/menu_muti_object.PNG"
, 1240, 184, 320, 180
, test_video
, self.ui)
self.ui.show()
self.ui.pushButton.clicked.connect(self.pedestrian_menu)
self.ui.pushButton_2.clicked.connect(self.car_menu)
self.ui.pushButton_3.clicked.connect(self.mult_menu)
def load_son_menu(self, menu_ui, id):
# 后面完善的话还要传入那些video和video的一开始的图片
self.clear_video()
self.show_ui(menu_ui)
self.help_set_shadow(0, 0, 50, QColor(0, 0, 0, 0.06 * 255)
, self.ui.widget1
, self.ui.widget1_2
, self.ui.widget1_3)
self.help_set_shadow(0, 4, 0, QColor(221, 221, 221, 0.3 * 255), self.ui.label_3)
test_video = r"C:\Users\Administrator\Desktop\university\d4199e42f744cbe3be7f5ac262cd9056.mp4"
if id == 1:
label1 = MyMenuVideoLabel("source/second/people_one.PNG"
, 360, 400, 320, 180
, test_video
, self.ui)
label2 = MyMenuVideoLabel("source/second/people_small.PNG"
, 800, 400, 320, 180
, test_video
, self.ui)
label3 = MyMenuVideoLabel("source/second/people_two.PNG"
, 1240, 400, 320, 180
, test_video
, self.ui)
elif id == 2:
label1 = MyMenuVideoLabel("source/second/car_one.PNG"
, 360, 400, 320, 180
, test_video
, self.ui)
label2 = MyMenuVideoLabel("source/second/car_small.PNG"
, 800, 400, 320, 180
, test_video
, self.ui)
label3 = MyMenuVideoLabel("source/second/car_two.PNG"
, 1240, 400, 320, 180
, test_video
, self.ui)
self.ui.show()
def pedestrian_menu(self):
self.is_mult = False
self.is_enter_surely = 0
self.load_son_menu("pedestrian_menu.ui", 1)
self.ui.pushButton.clicked.connect(self.pedestrian_one_photo)
self.ui.pushButton_2.clicked.connect(self.pedestrian_small_object)
self.ui.pushButton_3.clicked.connect(self.pedestrian_double_photo)
self.ui.pushButton_12.clicked.connect(self.handleCalc)
def car_menu(self):
self.is_mult = False
self.is_enter_surely = 0
self.load_son_menu("car_menu.ui", 2)
self.ui.pushButton_12.clicked.connect(self.handleCalc)
self.ui.pushButton.clicked.connect(self.car_one_photo)
self.ui.pushButton_2.clicked.connect(self.car_small_object)
self.ui.pushButton_3.clicked.connect(self.car_double_photo)
def mult_menu(self):
self.clear_video()
self.is_mult=True
self.show_ui("mult_menu.ui")
self.help_set_shadow(0, 0, 50, QColor(0, 0, 0, 0.06 * 255)
, self.ui.widget1_2
, self.ui.widget1_3)
self.help_set_shadow(0, 4, 0, QColor(221, 221, 221, 0.3 * 255), self.ui.label_3)
test_video = r"C:\Users\Administrator\Desktop\university\d4199e42f744cbe3be7f5ac262cd9056.mp4"
label1 = MyMenuVideoLabel("source/second/other_one.PNG"
, 580, 400, 320, 180
, test_video
, self.ui)
label2 = MyMenuVideoLabel("source/second/other_two.PNG"
, 1020, 400, 320, 180
, test_video
, self.ui)
self.ui.pushButton_12.clicked.connect(self.handleCalc)
self.ui.show()
self.show_list = []
self.ui.pushButton_2.clicked.connect(self.mult_one_photo)
self.ui.pushButton_3.clicked.connect(self.mult_small_object)
def pedestrian_one_photo(self):
self.universe_for_one_small("pedestrian_one_photo.ui",
"pedestrian_one_photo_working.ui",
"pedestrian_one_photo_working_enter.ui")
self.page_id = 1
self.is_draw_line = ''
self.come_back=self.pedestrian_menu
self.ui.pushButton_13.clicked.connect(self.come_back)
def pedestrian_small_object(self):
self.page_id = 3
self.universe_for_one_small("pedestrian_small_object.ui",
"pedestrian_small_object_working.ui",
"pedestrian_small_object_working_enter.ui")
self.is_draw_line = ''
self.come_back = self.pedestrian_menu
self.ui.pushButton_13.clicked.connect(self.come_back)
def pedestrian_double_photo(self):
self.page_id = 4
self.universe_for_double("pedestrian_double_photo.ui",
"pedestrian_double_photo_working.ui")
self.come_back = self.pedestrian_menu
self.is_draw_line = ''
self.ui.pushButton_13.clicked.connect(self.come_back)
def car_one_photo(self):
self.page_id = 2
self.universe_for_one_small("car_one_photo.ui",
"car_one_photo_working.ui",
"car_one_photo_working_enter.ui")
self.is_draw_line = ''
self.come_back=self.car_menu
self.ui.pushButton_13.clicked.connect(self.come_back)
def car_small_object(self):
self.page_id = 5
self.universe_for_one_small("car_small_object.ui",
"car_small_object_working.ui",
"car_small_object_working_enter.ui")
self.is_draw_line = ''
self.come_back = self.car_menu
self.ui.pushButton_13.clicked.connect(self.come_back)
def car_double_photo(self):
self.page_id = 6
self.universe_for_double("car_double_photo.ui",
"car_double_photo_working.ui")
self.come_back = self.car_menu
self.is_draw_line = ''
self.ui.pushButton_13.clicked.connect(self.come_back)
def universe_for_double(self, first_ui, next_ui):
self.show_ui(first_ui)
self.help_set_shadow(0, 0, 50, QColor(0, 0, 0, 0.06 * 255)
, self.ui.widget_2)
self.have_show_video = 2
self.is_draw_line = ''
self.ui.pushButton_5.clicked.connect(
lambda: self.load_video1(self.ui.pushButton_5
, self.ui.label_15)
)
self.ui.pushButton_10.clicked.connect(
lambda: self.load_video1(self.ui.pushButton_10
, self.ui.label_16)
)
self.not_enter_ui = next_ui
self.confi = 0.5
self.time = 0
self.std = 10
self.progressPos = 0.0
self.ui.show()
def universe_for_one_small(self,
first_ui,
not_enter_ui,
is_enter_ui):
self.show_ui(first_ui)
self.file_path = []
self.video_path = []
self.is_draw_line = ''
# 先设置shadow
self.have_show_video=1
self.help_set_shadow(0, 4, 0, QColor(221, 221, 221, 0.3 * 255)
, self.ui.label_3)
self.help_set_shadow(0, 0, 50, QColor(221, 221, 221, 0.3 * 255)
, self.ui.widget_2, self.ui.widget_3)
self.not_enter_ui = not_enter_ui
self.is_enter_ui = is_enter_ui
self.confi = 0.5
self.time = 0
self.std = 10
self.progressPos = 0.00
self.ui.pushButton_addVideo.clicked.connect(
lambda: self.load_video1(self.ui.pushButton_addVideo,
self.ui.label_24)
)
self.ui.show()
def mult_one_photo(self):
self.page_id = 7
self.is_draw_line = ''
self.show_ui("mult_one_photo.ui")
self.help_set_shadow(0, 0, 50, QColor(0, 0, 0, 0.06 * 255)
, self.ui.widget_2)
self.come_back = self.mult_menu
self.have_show_video = 1
self.ui.pushButton_addVideo.clicked.connect(
lambda: self.load_video1(self.ui.pushButton_addVideo
, self.ui.label_24)
)
self.ui.pushButton_13.clicked.connect(self.come_back)
self.not_enter_ui = "mult_one_photo_working.ui"
self.confi = 0.5
self.time = 0
self.std = 10
self.progressPos = 0.00
self.ui.show()
def mult_small_object(self):
self.page_id = 8
self.show_ui("mult_small_object.ui")
self.is_draw_line = ''
self.help_set_shadow(0, 0, 50, QColor(0, 0, 0, 0.06 * 255)
, self.ui.widget_2)
self.come_back = self.mult_menu
self.have_show_video = 1
self.ui.pushButton_addVideo.clicked.connect(
lambda: self.load_video1(self.ui.pushButton_addVideo
, self.ui.label_24)
)
self.ui.pushButton_13.clicked.connect(self.come_back)
# note：初始时加载的界面错了，此处做了调整
self.not_enter_ui = "mult_small_object_working.ui"
self.confi = 0.5
self.time = 0
self.std = 10
self.progressPos = 0.00
self.ui.show()
def one_photo_change_enter(self):
"""
每一次改变是否切换出入口，要先：
1.配置基本需要用代码配置的ui
2.手动调整的值要从原来的复制过去
每个控件的值，除了手动调整的，其他都是根据推理结果更新，不用管
3.将暂停键之类的各种键配置好
:return:
"""
result = []
result.append(self.lineEditConfi.text())
# result.append(self.ui.lineEdit_2.text())
# print(self.ui.lineEdit_2.text())
if self.is_enter == False:
self.is_enter = True
self.is_enter_surely = 1
self.is_draw_line = '--do_entrance_counting'
self.confi = 0.5
self.init_base_ui_for_one_photo_changing_enter(self.is_enter_ui)
elif self.is_enter == True:
self.is_enter = False
self.is_enter_surely = 0
self.is_draw_line = ''
self.confi = 0.5
self.init_base_ui_for_one_photo_changing_enter(self.not_enter_ui)
self.lineEditConfi.setText("0.5")
# self.ui.lineEdit_2.setText(result[1])
# note:无法选择按钮暂时变灰
self.ui.pushButton_2.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #F5F5F5;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #B8B8B8;\nline-height: 26px;\nfont-weight:bold\n}")
self.ui.pushButton_3.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #F5F5F5;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #B8B8B8;\nline-height: 26px;\nfont-weight:bold\n}")
self.ui.pushButton_8.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #F5F5F5;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #B8B8B8;\nline-height: 26px;\nfont-weight:bold\n}")
self.cap4 = cv2.VideoCapture(self.video_path[0])
ret, frame = self.cap4.read()
self.have_show_time = 0
self.Display_Image(frame, self.ui.label_7)
# to do: 解决出入口界面的问题
# self.is_enter_surely = 1
print(self.is_enter_surely)
self.load_video_controller()
self.load_control_for_one_photo()
return
def init_base_ui_for_double_photo(self, ui_location):
self.show_ui(ui_location)
s = """QLineEdit{\nwidth: 80px;\nheight: 40px;\nbackground: #FFFFFF;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\n\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #333333;\nline-height: 26px;\nfont-weight:bold;\n}"""
self.lineEditConfi = MyLineEdit(self.ui.label_confi_tip, s
, 0, 352, 930, 57, 42, self.ui)
# s = """QPushButton{\nwidth: 120px;\nheight: 40px;\nborder-radius: 4px;\nborder: 1px solid #4E4EF2;\nfont-weight:bold;\n\nfont-size: 16px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #4E4EF2;\nline-height: 24px;\n}\nQPushButton:hover{\nwidth: 120px;\nheight: 44px;\nbackground: rgba(255, 255, 255, 204);\nborder-radius: 4px;\nborder: 1px solid rgba(78, 78, 242, 204);\n\nfont-weight:bold;\nfont-size: 16px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: rgba(78, 78, 242, 204);\nline-height: 24px;\n}"""
# self.output_txt = MyPushButton(self.ui.label_txt_tip, s
# , "导出文件", 1507.5, 290, 126, 44, self.ui)
self.help_set_shadow(0, 0, 50, QColor(0, 0, 0, 0.06 * 255)
, self.ui.widget_2)
if self.have_show_video == 2:
self.listWidget = QListWidget(self.ui)
self.listWidget.setStyleSheet("""QListWidget{border:0px;}QListWidget:item{margin:10px 0px 10px 0px;}""")
self.listWidget.move(1322, 358 + 16 + 36)
self.listWidget.resize(370, 540 - 16 - 40)
self.ui.pushButton_13.clicked.connect(self.come_back)
# note:无法选择按钮暂时变灰
self.ui.pushButton_2.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #F5F5F5;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #B8B8B8;\nline-height: 26px;\nfont-weight:bold\n}")
self.ui.pushButton_3.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #F5F5F5;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #B8B8B8;\nline-height: 26px;\nfont-weight:bold\n}")
self.ui.pushButton_8.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #F5F5F5;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #B8B8B8;\nline-height: 26px;\nfont-weight:bold\n}")
# note:初始时隐藏当前视频帧数显示，点击结果显示按钮后才显示出来
self.ui.label_22.setVisible(False)
self.ui.label_frames.setVisible(False)
self.ui.show()
# note: 添加双镜头显示视频图片：
if(len(self.video_path)==2):
self.cap4 = cv2.VideoCapture(self.video_path[0])
ret, frame = self.cap4.read()
self.have_show_time = 0
self.Display_Image(frame, self.ui.label_7)
self.cap5 = cv2.VideoCapture(self.video_path[1])
ret, frame = self.cap5.read()
self.have_show_time = 0
self.Display_Image(frame, self.ui.label_14)
elif(len(self.video_path)==1):
self.cap4 = cv2.VideoCapture(self.video_path[0])
ret, frame = self.cap4.read()
self.have_show_time = 0
self.Display_Image(frame, self.ui.label_7)
def init_base_ui_for_one_photo_changing_enter(self, ui_location):
self.show_ui(ui_location)
s = """QLineEdit{\nwidth: 80px;\nheight: 40px;\nbackground: #FFFFFF;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\n\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #333333;\nline-height: 26px;\nfont-weight:bold;\n}"""
self.lineEditConfi = MyLineEdit(self.ui.label_confi_tip, s
, 0, 352, 930, 57, 42, self.ui)
# s = """QPushButton{\nwidth: 126px;\nheight: 44px;\nbackground: #FFFFFF;\nborder-radius: 4px;\nborder: 1px solid #4E4EF2;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #4E4EF2;\nline-height: 26px;\nfont-weight:bold;\n}"""
# self.output_txt = MyPushButton(self.ui.label_txt_tip, s
# , "导出文件", 1507.5, 290, 126, 44, self.ui)
self.help_set_shadow(0, 4, 0, QColor(221, 221, 221, 0.3 * 255)
, self.ui.label_3)
self.help_set_shadow(0, 0, 50, QColor(221, 221, 221, 0.3 * 255)
, self.ui.widget_2, self.ui.widget_3)
# note:无法选择按钮暂时变灰
self.ui.pushButton_2.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #F5F5F5;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #B8B8B8;\nline-height: 26px;\nfont-weight:bold\n}")
self.ui.pushButton_3.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #F5F5F5;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #B8B8B8;\nline-height: 26px;\nfont-weight:bold\n}")
self.ui.pushButton_8.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #F5F5F5;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #B8B8B8;\nline-height: 26px;\nfont-weight:bold\n}")
self.ui.pushButton_10.clicked.connect(self.one_photo_change_enter)
self.ui.pushButton_13.clicked.connect(self.come_back)
# note:初始时隐藏当前视频帧数显示，点击结果显示按钮后才显示出来
self.ui.label_22.setVisible(False)
self.ui.label_frames.setVisible(False)
self.ui.show()
# note：添加显示视频图片
self.cap3 = cv2.VideoCapture(self.video_path[0])
ret, frame = self.cap3.read()
self.have_show_time = 0
self.Display_Image(frame, self.ui.label_7)
def load_control_for_double_photo(self):
self.help_set_spinBox(self.lineEditConfi,
self.ui.pushButton_7,
self.ui.pushButton_11,
0.01)
def load_control_for_one_photo(self):
self.help_set_spinBox(self.lineEditConfi,
self.ui.pushButton_7,
self.ui.pushButton_11,
0.01)
# 可视化界面： 时段长度和人流密度标准添加限制
if self.is_enter_surely == 0:
self.help_set_spinBox(self.ui.lineEdit_2,
self.ui.pushButton_5,
self.ui.pushButton_6,
1)
self.ui.lineEdit_3.textChanged.connect(lambda: self.help_set_edit_by_hand_new(self.ui.lineEdit_3))
return
def load_control_for_one_mult_photo(self):
self.help_set_spinBox(self.lineEditConfi, self.ui.pushButton_7
, self.ui.pushButton_11, 0.01)
# self.help_set_spinBox(self.ui.lineEdit_2, self.ui.pushButton_5
# , self.ui.pushButton_6, 1)
return
def load_video(self, control_hide, control_label):
"""
:param video_count: 要导入视频的数量，单镜头是1，跨境是2
:return:
"""
num_now = len(self.file_path)
filePath = self.open_one_file_dialog("选择视频", 0)
if filePath == "":
return
self.file_path.append(filePath)
# note: 保存选择的视频路径
self.video_path.append(filePath)
if len(self.file_path) < self.have_show_video:
# 数量对不上就return，说明没有给够
return
self.time = 2
self.std = 10
# note: 判断是否打开出入口界面并进行跳转
if self.have_show_video == 1 and self.is_mult == False:
self.is_enter = False
self.init_base_ui_for_one_photo_changing_enter(self.not_enter_ui)
else:
self.init_base_ui_for_double_photo(self.not_enter_ui)
self.lineEditConfi.setText("0.5")
self.model_file_path = self.file_path[0]
file_temp_split_path = self.file_path[0].split('.')
self.file_name = file_temp_split_path[0]
# note: 修改使得支持多视频格式
# self.file_path[0] = 'output/' + file_temp_split_path[0].split('/')[-1] + '.mp4'
self.file_path[0] = 'output/' + self.file_path[0].split('/')[-1]
# 结果文件默认输出路径
self.video_output_path = self.file_path[0]
if self.page_id == 7 or self.page_id == 8:
self.txt_output_path = 'output/' + file_temp_split_path[0].split('/')[-1] + '.txt'
else:
self.txt_output_path = 'output/' + file_temp_split_path[0].split('/')[-1] + '.txt'
self.txt_statistic_output_path = 'output/' + file_temp_split_path[0].split('/')[-1] + '_flow_statistic.txt'
print(self.txt_output_path)
if self.page_id == 7:
pic = QPixmap('source/second/mul_one.png')
self.ui.label_9.setPixmap(pic)
self.ui.label_9.setScaledContents(True)
elif self.page_id == 8:
# note：初始时加载路径错了，进行修正
pic = QPixmap('source/second/small_mul.png')
self.ui.label_9.setPixmap(pic)
self.ui.label_9.setScaledContents(True)
self.open_video()
def load_model(self):
if self.is_enter_surely == 0:
# 获取时段长度值
period_length = self.ui.lineEdit_2.text()
period = '--secs_interval=%s'%(period_length)
print(period)
# 时段长度失效
self.ui.pushButton_5.setEnabled(False)
self.ui.pushButton_6.setEnabled(False)
self.ui.lineEdit_2.setEnabled(False)
text = self.ui.lineEdit_2.text()
if not text.isdigit():
QMessageBox.warning(self.ui, '错误提示', '人流密度值只能为整形数字！')
return
else:
period = ''
print(period)
print('加载单类别模型')
print(self.file_name)
file_name_test = self.file_name.split('/')
file_path_test = self.file_path[0].split('/')
file_name_test_start = file_name_test[len(file_name_test) - 1]
self.file_name = file_name_test_start + '.mp4'
self.end_file_name = self.file_name
# self.ui.label_23.setFixedSize \
# (self.ui.label_23.width(), self.ui.label_23.height())
# note：是否绘制轨迹
if self.ui.checkBox.checkState() == Qt.Checked:
self.is_tracking = '--draw_center_traj'
else:
self.is_tracking = ''
# 模型开始运行及运行完成后让按钮及复选框失效掉
self.ui.checkBox.setEnabled(False) # 取消轨迹复选框
# 阈值调试失效
self.ui.pushButton_7.setEnabled(False)
self.ui.pushButton_11.setEnabled(False)
self.lineEditConfi.setEnabled(False)
# 让人流密度指标调整失效
if self.is_enter_surely == 0:
self.standard = self.ui.lineEdit_3.text()
self.ui.lineEdit_3.setEnabled(False)
self.ui.pushButton_10.setEnabled(False) # 让开关出入口失效
# 将开关出入口设置为灰色，表示不可选
self.ui.pushButton_10.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 40px;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-weight:bold;\nwidth: 80px;\nheight: 24px;\nfont-size: 16px;\nfont-family:\nAlibabaPuHuiTi_2_65_Medium;\nline-height: 24px;\ncolor: #888888;\n}")
self.confi = self.lineEditConfi.text()
starttime = datetime.datetime.now()
# note：添加异常捕获
try:
#判断是行人模型还是车辆模型
print("*******************************************************")
print(self.confi)
# draw_center_traj
print(self.is_draw_line)
print(self.is_tracking)
print("模型开始运行!")
python_exe = os.environ['PYTHON_EXE']
if self.page_id == 1:
print("当前是行人模型")
val = os.system(
'%s deploy/pptracking/python/mot_jde_infer.py --model_dir=output_inference/fairmot_hrnetv2_w18_dlafpn_30e_576x320 --video_file=%s --save_mot_txts --device=GPU --threshold=%s %s %s %s' \
% (python_exe, self.model_file_path, self.confi, self.is_tracking, self.is_draw_line, period))
elif self.page_id == 2:
print("当前是车辆模型")
val = os.system(
'%s deploy/pptracking/python/mot_jde_infer.py --model_dir=output_inference/fairmot_hrnetv2_w18_dlafpn_30e_576x320_bdd100kmot_vehicle --video_file=%s --save_mot_txts --device=GPU --threshold=%s %s %s %s' \
% (python_exe, self.model_file_path, self.confi, self.is_tracking, self.is_draw_line, period))
elif self.page_id == 3:
print("当前是行人小目标跟踪模型")
val = os.system(
'%s deploy/pptracking/python/mot_jde_infer.py --model_dir=output_inference/fairmot_hrnetv2_w18_dlafpn_30e_1088x608_visdrone_pedestrian --video_file=%s --save_mot_txts --device=GPU --threshold=%s %s %s %s' \
% (python_exe, self.model_file_path, self.confi, self.is_tracking, self.is_draw_line, period))
elif self.page_id == 5:
print("当前是车辆小目标跟踪模型")
val = os.system(
'%s deploy/pptracking/python/mot_jde_infer.py --model_dir=output_inference/fairmot_hrnetv2_w18_dlafpn_30e_576x320_visdrone_vehicle --video_file=%s --save_mot_txts --device=GPU --threshold=%s %s %s %s' \
% (python_exe, self.model_file_path, self.confi, self.is_tracking, self.is_draw_line, period))
elif self.page_id == 7:
val = os.system(
'%s deploy/pptracking/python/mot_jde_infer.py --model_dir=output_inference/mcfairmot_hrnetv2_w18_dlafpn_30e_576x320_bdd100k_mcmot --video_file=%s --save_mot_txts --device=GPU --threshold=%s %s %s' \
% (python_exe, self.model_file_path, self.confi, self.is_tracking, self.is_draw_line))
else:
val = os.system(
'%s deploy/pptracking/python/mot_jde_infer.py --model_dir=output_inference/mcfairmot_hrnetv2_w18_dlafpn_30e_1088x608_visdrone --video_file=%s --save_mot_txts --device=GPU --threshold=%s %s %s' \
% (python_exe, self.model_file_path, self.confi, self.is_tracking, self.is_draw_line))
except Exception as e:
print(e) # 打印所有异常到屏幕
QMessageBox.warning(self.ui, '错误提示', '模型运行发生异常!\n报错信息:' + e)
return
endtime = datetime.datetime.now()
starttime_count = starttime.hour * 3600 + starttime.minute * 60 + starttime.second
endtime_count = endtime.hour * 3600 + endtime.minute * 60 + endtime.second
self.final_time = str(endtime_count - starttime_count)
self.ui.label_28.setText(str((endtime_count - starttime_count)))
# note: 优化FPS显示问题
if self.is_enter_surely == 0:
self.cap1 = cv2.VideoCapture(self.file_path[0])
self.ui.label_26.setText(str(round(self.cap1.get(cv2.CAP_PROP_FPS))))
# self.ui.label_26.setText(str(round(self.cap1.get(cv2.CAP_PROP_FPS))))
# self.synthesis_vide(val, self.file_name)
if self.is_enter_surely == 0:
self.read_txt_file()
else:
self.read_enter_txt_file()
pic = QPixmap('source/second/model_ok.png')
self.ui.label_7.setFixedSize(960, 540)
self.ui.label_7.move(60, 108)
self.ui.label_7.setPixmap(pic)
self.ui.label_7.setScaledContents(True)
# note：运行结束重新把按钮由灰变蓝
self.ui.pushButton_2.setStyleSheet("QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #4E4EF2;;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF;\nline-height: 26px;\nfont-weight:bold\n}\nQPushButton:hover{\nwidth: 120px;\nheight: 44px;\nbackground: rgba(78, 78, 242, 204);\nborder-radius: 4px;\nopacity: 0.8;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF; \nline-height: 26px;\nfont-weight: bold;}")
self.ui.pushButton_3.setStyleSheet("QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #4E4EF2;;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF;\nline-height: 26px;\nfont-weight:bold\n}\nQPushButton:hover{\nwidth: 120px;\nheight: 44px;\nbackground: rgba(78, 78, 242, 204);\nborder-radius: 4px;\nopacity: 0.8;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF; \nline-height: 26px;\nfont-weight: bold;}")
self.ui.pushButton_8.setStyleSheet("QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #4E4EF2;;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF;\nline-height: 26px;\nfont-weight:bold\n}\nQPushButton:hover{\nwidth: 120px;\nheight: 44px;\nbackground: rgba(78, 78, 242, 204);\nborder-radius: 4px;\nopacity: 0.8;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF; \nline-height: 26px;\nfont-weight: bold;}")
# note: 运行结束后重新开放开启出入口功能
self.ui.pushButton_10.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 40px;\nborder-radius: 4px;\nborder: 1px solid #4E4EF2;\nfont-weight:bold;\nfont-size: 16px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #4E4EF2;\nline-height: 24px;\n}\nQPushButton:hover{\nwidth: 120px;\nheight: 44px;\nbackground: #FFFFFF;\nborder-radius: 4px;\nborder: 1px solid #4E4EF2;\nfont-weight:bold;\nfont-size: 16px;\nfont-family:AlibabaPuHuiTi_2_65_Medium;\ncolor: #4E4EF2;\nline-height: 24px;\n}")
self.ui.pushButton_10.setEnabled(True)
# 模型运行结束后开放功能
self.ui.pushButton_2.setEnabled(True) # 结果显示
self.ui.pushButton_3.setEnabled(True) # 停止运行
self.ui.pushButton_8.setEnabled(True) # 导出结果
def load_model_mult(self):
print('加载多类别模型')
print(self.file_name)
file_name_test = self.file_name.split('/')
file_path_test = self.file_path[0].split('/')
file_name_test_start = file_name_test[len(file_name_test) - 1]
self.file_name = file_name_test_start + '.mp4'
self.end_file_name = self.file_name
# self.ui.label_23.setFixedSize \
# (self.ui.label_23.width(), self.ui.label_23.height())
# note：是否绘制轨迹
if self.ui.checkBox.checkState() == Qt.Checked:
self.is_tracking = '--draw_center_traj'
else:
self.is_tracking = ''
# 模型开始运行及运行完成后让按钮及复选框失效掉
self.ui.checkBox.setEnabled(False) # 取消轨迹复选框
# 阈值调试失效
self.ui.pushButton_7.setEnabled(False)
self.ui.pushButton_11.setEnabled(False)
self.lineEditConfi.setEnabled(False)
starttime = datetime.datetime.now()
# note: 添加异常捕获
try:
# 判断是行人模型还是车辆模型
print("*******************************************************")
print(self.confi)
# draw_center_traj
print(self.is_draw_line)
print(self.is_tracking)
print("lzclzclzclzclzclzc")
if self.page_id == 7:
val = os.system(
'python deploy/pptracking/python/mot_jde_infer.py --model_dir=output_inference/mcfairmot_hrnetv2_w18_dlafpn_30e_576x320_bdd100k_mcmot --video_file=%s --save_mot_txts --device=GPU --threshold=%s %s %s' \
% (self.model_file_path, self.confi, self.is_tracking, self.is_draw_line))
else:
val = os.system(
'python deploy/pptracking/python/mot_jde_infer.py --model_dir=output_inference/mcfairmot_hrnetv2_w18_dlafpn_30e_1088x608_visdrone --video_file=%s --save_mot_txts --device=GPU --threshold=%s %s %s' \
% (self.model_file_path, self.confi, self.is_tracking, self.is_draw_line))
except Exception as e:
print(e) # 打印所有异常到屏幕
QMessageBox.warning(self.ui, '错误提示', '模型运行发生异常!\n报错信息:' + e)
return
endtime = datetime.datetime.now()
starttime_count = starttime.hour * 3600 + starttime.minute * 60 + starttime.second
endtime_count = endtime.hour * 3600 + endtime.minute * 60 + endtime.second
pic = QPixmap('source/second/model_ok.png')
self.ui.label_7.setFixedSize(960, 540)
self.ui.label_7.move(60, 108)
self.ui.label_7.setPixmap(pic)
self.ui.label_7.setScaledContents(True)
# self.synthesis_vide(val, self.file_name)
# self.ui.label_17.setText("运行时间" + str((endtime_count - starttime_count)) /
# +"运行FPS" + str(round(self.cap1.get(cv2.CAP_PROP_FPS))))
# note：运行结束重新把按钮由灰变蓝
self.ui.pushButton_2.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #4E4EF2;;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF;\nline-height: 26px;\nfont-weight:bold\n}\nQPushButton:hover{\nwidth: 120px;\nheight: 44px;\nbackground: rgba(78, 78, 242, 204);\nborder-radius: 4px;\nopacity: 0.8;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF; \nline-height: 26px;\nfont-weight: bold;}")
self.ui.pushButton_3.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #4E4EF2;;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF;\nline-height: 26px;\nfont-weight:bold\n}\nQPushButton:hover{\nwidth: 120px;\nheight: 44px;\nbackground: rgba(78, 78, 242, 204);\nborder-radius: 4px;\nopacity: 0.8;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF; \nline-height: 26px;\nfont-weight: bold;}")
self.ui.pushButton_8.setStyleSheet(
"QPushButton{\nwidth: 120px;\nheight: 44px;\nbackground: #4E4EF2;;\nborder-radius: 4px;\nborder: 1px solid #CCCCCC;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF;\nline-height: 26px;\nfont-weight:bold\n}\nQPushButton:hover{\nwidth: 120px;\nheight: 44px;\nbackground: rgba(78, 78, 242, 204);\nborder-radius: 4px;\nopacity: 0.8;\nfont-size: 18px;\nfont-family: AlibabaPuHuiTi_2_65_Medium;\ncolor: #FFFFFF; \nline-height: 26px;\nfont-weight: bold;}")
# 模型运行结束后开放功能
self.ui.pushButton_2.setEnabled(True) # 结果显示
self.ui.pushButton_3.setEnabled(True) # 停止运行
self.ui.pushButton_8.setEnabled(True) # 导出结果
# note: 添加导出结果功能：选择输出文件夹，将结果文件拷贝到该路径下
def output_result(self):
# 选择目录，返回选中的路径
output_path = QFileDialog.getExistingDirectory(self.ui,
"选择文件输出路径",
r"./")
if output_path is None:
return
else:
print('导出文件路径:' + output_path)
video = self.file_path[0].split('/')[-1]
new_video_path = output_path + '/' + video
print(new_video_path)
if self.page_id == 7 or self.page_id == 8:
if not os.path.exists(new_video_path):
shutil.copy(self.video_output_path, output_path)
shutil.copy(self.txt_output_path, output_path)
temp = self.file_path[0].split('.')
txt = temp[0].split('/')[-1] + '.txt'
QMessageBox.information(self.ui, 'success', '结果导出成功！\n效果视频：' + video + '\n结果文件：' + txt)
else:
if not os.path.exists(new_video_path):
shutil.copy(self.video_output_path, output_path)
shutil.copy(self.txt_output_path, output_path)
shutil.copy(self.txt_statistic_output_path, output_path)
temp = self.file_path[0].split('.')
txt = temp[0].split('/')[-1] + '.txt'
txt_statistic = temp[0].split('/')[-1] + '_flow_statistic.txt'
if self.page_id == 1 or self.page_id == 3:
if self.is_enter_surely == 0:
if not os.path.exists(output_path + '/people_image.png'):
shutil.copy('output/people_image.png', output_path)
QMessageBox.information(self.ui, 'success', '结果导出成功！\n效果视频：' + video + '\n结果文件：' + txt + '\n数据统计文件：' + txt_statistic + '\n可视化绘图：people_image.png')
else:
QMessageBox.information(self.ui, 'success',
'结果导出成功！\n效果视频：' + video + '\n结果文件：' + txt + '\n数据统计文件：' + txt_statistic)
elif self.page_id == 3 or self.page_id == 5:
if self.is_enter_surely == 0:
if not os.path.exists(output_path + '/car_image.png'):
shutil.copy('output/car_image.png', output_path)
QMessageBox.information(self.ui, 'success', '结果导出成功！\n效果视频：' + video + '\n结果文件：' + txt + '\n数据统计文件：' + txt_statistic + '\n可视化绘图：car_image.png')
else:
QMessageBox.information(self.ui, 'success',
'结果导出成功！\n效果视频：' + video + '\n结果文件：' + txt + '\n数据统计文件：' + txt_statistic)
else:
QMessageBox.information(self.ui, 'success', '结果导出成功！\n效果视频：' + video + '\n结果文件：' + txt + '\n数据统计文件：' + txt_statistic)
def read_enter_txt_file(self):
self.ui.label_26.setText(str(self.final_time))
end_file_name_list = self.end_file_name.split('.')
self.end_file_name = end_file_name_list[0]
f = open('output/' + self.end_file_name + '_flow_statistic.txt', 'r')
with open('output/' + self.end_file_name + '_flow_statistic.txt', 'r') as f1:
list = f1.readlines()
current_count_list_y = []
current_count_list_x = []
for i in range(len(list)):
new_temp_list = list[i].strip('\n').split(' ')
current_count = new_temp_list[8]
current_count_in = current_count.split(',')
current_count_in_true = current_count_in[0]
current_count_1 = new_temp_list[11]
current_count_2 = new_temp_list[5].split(',')
self.current_count = current_count_2[0]
current_count_out = current_count_1.split(',')
current_count_out_true = current_count_out[0]
current_count = new_temp_list[len(new_temp_list) - 1]
current_count_list_y.append(current_count)
current_count_list_x.append(i)
self.end_line_enter_one_eidt = int(float(self.lineEditConfi.text()))
print(self.current_count)
self.ui.label_28.setText(str(self.current_count))
self.ui.label_32.setText(str(self.current_count))
self.ui.label_34.setText(str(current_count_in_true))
self.ui.label_36.setText(str(current_count_out_true))
def read_txt_file_mult(self):
end_file_name_list = self.end_file_name.split('.')
self.end_file_name = end_file_name_list[0]
f = open('output/' + self.end_file_name + '_flow_statistic.txt', 'r')
with open('output/' + self.end_file_name + '_flow_statistic.txt', 'r') as f1:
list = f1.readlines()
current_count_list_y = []
current_count_list_x = []
y_test = []
line_text_2 = self.ui.lineEdit_2.text()
test = int(int(line_text_2) / 50) + 1
iter = 0
for i in range(test):
new_temp_list = list[iter - 1].strip('\n').split(' ')
current_count = new_temp_list[len(new_temp_list) - 1]
print(new_temp_list)
temp_current_count = current_count.split(',')
print(temp_current_count[0])
current_count = int(temp_current_count[0])
current_count_list_y.append(current_count)
current_count_list_x.append(i)
iter = iter + 50
for i in range(len(current_count_list_y)):
y_test.append(10)
plt.plot(current_count_list_x,current_count_list_y, mec='r', mfc='w', label='people')
plt.plot(current_count_list_x, y_test, ms=10, label='Boundary')
plt.legend() # 让图例生效
plt.margins(0)
plt.subplots_adjust(bottom=0.10)
plt.savefig('output/people_image.png')
# plt.show()
# 当前的人数计数
self.current_count = current_count_list_y[len(current_count_list_y) - 1]
f.close()
frames_num = self.cap1.get(7)
fps = int(round(self.cap1.get(cv2.CAP_PROP_FPS)))
def read_txt_file(self):
end_file_name_list = self.end_file_name.split('.')
self.end_file_name = end_file_name_list[0]
# f = open('output/' + self.end_file_name + '_flow_statistic.txt', 'r')
with open('output/' + self.end_file_name + '_flow_statistic.txt', 'r') as f1:
list = f1.readlines()
current_count_list_y = []
current_count_list_x = []
# 人流密度标准
standard = int(self.standard)
# 时段长度
interval = int(self.ui.lineEdit_2.text())
first = list[0].split(' ')[-1].replace("\n", "")
current_count_list_y.append(int(first))
current_count_list_x.append(0)
y_test = []
iter = 1
for i in range(len(list)):
judge = list[i].split(' ')[-2]
if judge == 'secs:':
count = list[i].split(' ')[-1].replace("\n", "")
count = int(count)
current_count_list_y.append(count)
current_count_list_x.append(iter * interval)
iter += 1
for i in range(len(current_count_list_y)):
y_test.append(standard)
# 判断是人流还是车流
if self.page_id == 1 or self.page_id == 3:
# note: 画图前先清空
plt.cla()
plt.clf()
fig = plt.figure(figsize=(7, 3))
plt.plot(current_count_list_x, current_count_list_y, c='blue', mec='r', mfc='w', label='Pedestrian volume')
plt.plot(current_count_list_x, y_test, c='brown', ms=standard, label='Density standard')
below_threshold = np.array(current_count_list_y) < int(standard)
plt.scatter(np.array(current_count_list_x)[below_threshold],
np.array(current_count_list_y)[below_threshold],