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yolo3_GUI.py
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# -*- coding: utf-8 -*-
# Form implementation generated from reading ui file 'Notebook.ui'
#
# Created by: PyQt5 UI code generator 5.11.3
#
# WARNING! All changes made in this file will be lost!
from PyQt5.QtWidgets import QApplication
from PyQt5 import QtCore, QtGui, QtWidgets
from PyQt5.QtCore import QThread, Qt
from PyQt5.QtGui import QPixmap, QIcon, QFont, QPalette, QBrush
import ctypes
import sys
import os
import yolo3_predict
import threading
from timeit import default_timer as timer
import time
def GetFileName(file_dir):
file_list = []
for root, dirs, files in os.walk(file_dir):
for file in files:
if os.path.splitext(file)[1] == '.jpg':
file_list.append(os.path.join(root, file).replace('\\', '/'))
return file_list
class ThreadPredict(QThread):
def __init__(self, img_list, save_path):
self.img_list = img_list
self.save_path = save_path
super(ThreadPredict, self).__init__()
def run(self):
yolo3_predict.detect_img_for_test(self.img_list, self.save_path)
class UiMainWindow(QtWidgets.QMainWindow):
def __init__(self):
super().__init__()
palette = QPalette()
palette.setBrush(QPalette.Background, QBrush(QPixmap("img/background.png")))
self.setPalette(palette) # 设置窗口背景
self.setGeometry(50, 50, 1024, 633)
self.setWindowTitle('Object Detection')
ctypes.windll.shell32.SetCurrentProcessExplicitAppUserModelID("icon/icon.ico") # 设置任务栏图标
self.setWindowIcon(QtGui.QIcon('icon/icon.ico')) # 设置窗口图标
self.label = QtWidgets.QLabel("请选择图片所在文件夹", self)
self.label1 = QtWidgets.QLabel(self)
self.label2 = QtWidgets.QLabel(self)
self.text_label1 = QtWidgets.QLabel(self)
self.text_label2 = QtWidgets.QLabel(self)
self.cnt = 0
self.save_path = ""
self.path = ""
self.img_list = GetFileName(self.path)
self.threads = [True, True]
self.initui()
self.setupUi(self)
def setupUi(self, MainWindow):
MainWindow.setObjectName("MainWindow")
MainWindow.resize(1024, 633)
self.centralwidget = QtWidgets.QWidget(MainWindow)
self.centralwidget.setObjectName("centralwidget")
MainWindow.setCentralWidget(self.centralwidget)
self.menubar = QtWidgets.QMenuBar(MainWindow)
self.menubar.setGeometry(QtCore.QRect(0, 0, 816, 23))
self.menubar.setObjectName("menubar")
self.menu_file = QtWidgets.QMenu(self.menubar)
self.menu_file.setObjectName("menu_file")
self.menu_setting = QtWidgets.QMenu(self.menubar)
self.menu_setting.setObjectName("menu_setting")
self.menu_start = QtWidgets.QMenu(self.menubar)
self.menu_start.setObjectName("menu_start")
MainWindow.setMenuBar(self.menubar)
self.statusbar = QtWidgets.QStatusBar(MainWindow)
self.statusbar.setObjectName("statusbar")
MainWindow.setStatusBar(self.statusbar)
self.toolBar = QtWidgets.QToolBar(MainWindow)
self.toolBar.setObjectName("toolBar")
MainWindow.addToolBar(QtCore.Qt.TopToolBarArea, self.toolBar)
self.action_Open = QtWidgets.QAction(MainWindow)
icon = QtGui.QIcon()
icon.addPixmap(QtGui.QPixmap("icon/folder-open-fill.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
self.action_Open.setIcon(icon)
self.action_Open.setObjectName("action_Open")
self.action_Exit = QtWidgets.QAction(MainWindow)
self.action_Exit.setObjectName("action_Exit")
self.action_save_path = QtWidgets.QAction(MainWindow)
icon1 = QtGui.QIcon()
icon1.addPixmap(QtGui.QPixmap("icon/folder"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
self.action_save_path.setIcon(icon1)
self.action_save_path.setObjectName("action_save_path")
self.action_start = QtWidgets.QAction(MainWindow)
icon2 = QtGui.QIcon()
icon2.addPixmap(QtGui.QPixmap("icon/caret-right.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
self.action_start.setIcon(icon2)
self.action_start.setObjectName("action_start")
self.action_last = QtWidgets.QAction(MainWindow)
icon3 = QtGui.QIcon()
icon3.addPixmap(QtGui.QPixmap("icon/arrowleft.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
self.action_last.setIcon(icon3)
self.action_last.setObjectName("action_last")
self.action_next = QtWidgets.QAction(MainWindow)
icon4 = QtGui.QIcon()
icon4.addPixmap(QtGui.QPixmap("icon/arrowright.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
self.action_next.setIcon(icon4)
self.action_next.setObjectName("action_next")
self.menu_file.addSeparator()
self.menu_file.addSeparator()
self.menu_file.addAction(self.action_Open)
self.menu_file.addAction(self.action_Exit)
self.menu_setting.addAction(self.action_save_path)
self.menu_start.addAction(self.action_start)
self.menu_start.addAction(self.action_last)
self.menu_start.addAction(self.action_next)
self.menubar.addAction(self.menu_file.menuAction())
self.menubar.addAction(self.menu_setting.menuAction())
self.menubar.addAction(self.menu_start.menuAction())
self.toolBar.addSeparator()
self.toolBar.addAction(self.action_Open)
self.toolBar.addAction(self.action_save_path)
self.toolBar.addAction(self.action_last)
self.toolBar.addAction(self.action_start)
self.toolBar.addAction(self.action_next)
self.retranslateui(MainWindow)
QtCore.QMetaObject.connectSlotsByName(MainWindow)
def retranslateui(self, MainWindow):
_translate = QtCore.QCoreApplication.translate
MainWindow.setWindowTitle(_translate("MainWindow", "MainWindow"))
self.menu_file.setTitle(_translate("MainWindow", "文件(&F)"))
self.menu_setting.setTitle(_translate("MainWindow", "设置"))
self.menu_start.setTitle(_translate("MainWindow", "开始"))
self.toolBar.setWindowTitle(_translate("MainWindow", "toolBar"))
self.action_Open.setText(_translate("MainWindow", "打开文件(&CTRL+O)"))
self.action_Open.setShortcut('CTRL+O')
self.action_Open.triggered.connect(self.opendir)
self.action_Exit.setText(_translate("MainWindow", "退出(&ALT+F4)"))
self.action_Exit.setShortcut('ALT+F4')
self.action_Exit.triggered.connect(self.close)
self.action_save_path.setText(_translate("MainWindow", "存储路径"))
self.action_save_path.triggered.connect(self.save_dir)
self.action_save_path.setEnabled(False)
self.action_start.setText(_translate("MainWindow", "开始"))
self.action_start.setShortcut('CTRL+S')
self.action_start.setEnabled(False)
self.action_start.triggered.connect(self.start_event)
self.action_last.setText(_translate("MainWindow", "上一张(&LEFT)"))
self.action_last.setShortcut('LEFT')
self.action_last.setEnabled(False)
self.action_last.triggered.connect(self.on_clicked_last)
self.action_next.setText(_translate("MainWindow", "下一张(&RIGHT)"))
self.action_next.setShortcut('RIGHT')
self.action_next.setEnabled(False)
self.action_next.triggered.connect(self.on_clicked_next)
def initui(self):
pe = QPalette()
pe.setColor(QPalette.WindowText, Qt.red) # 设置字体颜色
# pe.setColor(QPalette.Window, Qt.lightGray) # 设置背景颜色
self.label.setFont(QFont("Roman times", 12, QFont.Bold))
# 设置标签颜色背景字体等
self.label.setStyleSheet("QLabel{background:rgb(95,158,160);}"
"QLabel{color:white;font-size:16px;font-weight:bold;font-family:宋体;}")
self.label.setGeometry(0, 60, 300, 50)
self.label.setAlignment(Qt.AlignCenter) # 文字居中
self.label1.setPixmap(QPixmap('img/background11.png').scaled(800, 800))
self.label1.setScaledContents(True)
self.label1.setGeometry(155, 120, 800, 800)
self.label2.setPixmap(QPixmap('img/background11.png').scaled(800, 800))
self.label2.setScaledContents(True)
self.label2.setGeometry(955, 120, 800, 800)
# self.text_label1.setText('原图')
# self.text_label1.setFont(QFont("Roman times", 12, QFont.Bold))
# self.text_label1.setAutoFillBackground(True)
# self.text_label1.setPalette(pe)
# self.text_label1.setAlignment(Qt.AlignCenter)
# self.text_label1.setGeometry(550, 90, 100, 20)
# self.text_label2.setText('检测结果')
# self.text_label2.setFont(QFont("Roman times", 12, QFont.Bold))
# self.text_label2.setAutoFillBackground(True)
# self.text_label2.setPalette(pe)
# self.text_label2.setAlignment(Qt.AlignCenter)
# self.text_label2.setGeometry(1355, 90, 100, 20)
def opendir(self):
self.action_save_path.setEnabled(True)
directory = QtWidgets.QFileDialog.getExistingDirectory(self, "选择文件夹", r"C:\Users\17020\dp_learning\keras-yolo3")
self.label.setText("请选择图片保存路径")
self.path = directory
self.img_list = GetFileName(directory)
print(len(self.img_list))
print(directory)
def save_dir(self):
self.action_start.setEnabled(True)
directory = QtWidgets.QFileDialog.getExistingDirectory(self, "选择文件夹", r"C:\Users\17020\dp_learning\keras-yolo3")
self.label.setText("点击按钮开始检测")
self.save_path = directory
print(directory)
def predict(self):
img_list = GetFileName(self.path)
save_img_list = GetFileName(self.save_path)
predict_list = []
imgnamelist = []
for j in range(len(save_img_list)):
imgnamelist.append(save_img_list[j].split('/')[-1])
for i in range(len(img_list)):
if img_list[i].split('/')[-1] not in imgnamelist:
predict_list.append(img_list[i])
if len(predict_list) is not 0:
yolo3_predict.detect_img_for_test(predict_list, self.save_path)
def check(self):
"""判断检测是否完成"""
start = timer()
while True:
time.sleep(0.05)
length1 = len(GetFileName(self.path))
length2 = len(GetFileName(self.save_path))
if length1 == length2:
# self.button_last.setEnabled(True)
# self.button_next.setEnabled(True)
self.label.setText("检测完成")
self.action_last.setEnabled(True)
self.action_next.setEnabled(True)
break
if length2 is 0:
self.label.setText("模型加载中......")
if length2:
# self.button_last.setEnabled(False)
# self.button_next.setEnabled(False)
self.label.setText("检测正在进行中...{}/{}".format(length2, length1))
self.label1.setPixmap(QPixmap(self.img_list[length2 - 1]))
self.label2.setPixmap(QPixmap(
"{}/{}".format(self.save_path, self.img_list[length2 - 1].split('/')[-1])))
end = timer()
self.label.setText("检测{}张图片完成 耗时:{}s".format(length1, int(end - start)))
def start_event(self):
self.action_start.setEnabled(False)
self.img_list = GetFileName(self.path)
self.label.setText("检测正在进行中......")
t = threading.Thread(target=self.predict) # 检测的线程
t.start()
t_check = threading.Thread(target=self.check) # 检测是否完成的线程
t_check.start()
self.threads = [t, t_check]
# self.start_button.setEnabled(False)
def on_clicked_last(self):
"""点击上一张"""
self.cnt -= 1
self.label1.setPixmap(QPixmap(self.img_list[self.cnt % len(self.img_list)]))
self.label2.setPixmap(QPixmap(
"{}/{}".format(self.save_path, self.img_list[self.cnt % len(self.img_list)].split('/')[-1])))
def on_clicked_next(self):
"""点击下一张"""
self.cnt += 1
self.label1.setPixmap(QPixmap(self.img_list[self.cnt % (len(self.img_list))]))
self.label2.setPixmap(QPixmap(
"{}/{}".format(self.save_path, self.img_list[self.cnt % len(self.img_list)].split('/')[-1])))
if __name__ == '__main__':
app = QApplication(sys.argv)
ex = UiMainWindow()
ex.show()
app.exec_()