forked from changruowang/defect_classification
/
mainwindow.py
236 lines (221 loc) · 10.4 KB
/
mainwindow.py
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# -*- coding: utf-8 -*-
# Form implementation generated from reading ui file 'mainwindow.ui'
#
# Created by: PyQt5 UI code generator 5.9.2
#
# WARNING! All changes made in this file will be lost!
from PyQt5.QtCore import *
from PyQt5.QtGui import *
from PyQt5 import QtCore, QtGui, QtWidgets
from PyQt5.QtWidgets import QGraphicsPixmapItem, QGraphicsScene
from PyQt5.QtWidgets import QApplication, QFileDialog, QMainWindow, QMessageBox
import sys
from glob import glob
from utils import *
from test import *
class Ui_MainWindow(object):
def setupUi(self, MainWindow):
MainWindow.setObjectName("MainWindow")
MainWindow.setWindowModality(QtCore.Qt.NonModal)
MainWindow.resize(987, 595)
self.centralwidget = QtWidgets.QWidget(MainWindow)
self.centralwidget.setObjectName("centralwidget")
self.gridLayout = QtWidgets.QGridLayout(self.centralwidget)
self.gridLayout.setObjectName("gridLayout")
self.horizontalLayout = QtWidgets.QHBoxLayout()
self.horizontalLayout.setSpacing(7)
self.horizontalLayout.setObjectName("horizontalLayout")
self.graphicsView = QtWidgets.QGraphicsView(self.centralwidget)
self.graphicsView.setObjectName("graphicsView")
self.horizontalLayout.addWidget(self.graphicsView)
self.label2 = QtWidgets.QLabel(self.centralwidget)
self.label2.setGeometry(QtCore.QRect(15, 10, 181, 31))
font = QtGui.QFont()
font.setFamily("Arial")
font.setPointSize(12)
font.setBold(True)
font.setItalic(True)
font.setWeight(75)
self.label2.setFont(font)
self.label2.setObjectName("label2")
self.verticalLayout = QtWidgets.QVBoxLayout()
self.verticalLayout.setSpacing(3)
self.verticalLayout.setObjectName("verticalLayout")
self.treeWidget = QtWidgets.QTreeWidget(self.centralwidget)
self.treeWidget.setVerticalScrollBarPolicy(QtCore.Qt.ScrollBarAsNeeded)
self.treeWidget.setHorizontalScrollBarPolicy(QtCore.Qt.ScrollBarAlwaysOn)
self.treeWidget.setSizeAdjustPolicy(QtWidgets.QAbstractScrollArea.AdjustToContents)
self.treeWidget.setEditTriggers(QtWidgets.QAbstractItemView.DoubleClicked|QtWidgets.QAbstractItemView.EditKeyPressed|QtWidgets.QAbstractItemView.SelectedClicked)
self.treeWidget.setObjectName("treeWidget")
self.verticalLayout.addWidget(self.treeWidget)
self.horizontalLayout_3 = QtWidgets.QHBoxLayout()
self.horizontalLayout_3.setContentsMargins(0, -1, -1, 0)
self.horizontalLayout_3.setSpacing(0)
self.horizontalLayout_3.setObjectName("horizontalLayout_3")
self.pushButton_4 = QtWidgets.QPushButton(self.centralwidget)
self.pushButton_4.setObjectName("pushButton_4")
self.horizontalLayout_3.addWidget(self.pushButton_4)
self.pushButton = QtWidgets.QPushButton(self.centralwidget)
self.pushButton.setEnabled(True)
self.pushButton.setMouseTracking(False)
self.pushButton.setIconSize(QtCore.QSize(20, 20))
self.pushButton.setObjectName("pushButton")
self.horizontalLayout_3.addWidget(self.pushButton)
self.verticalLayout.addLayout(self.horizontalLayout_3)
self.label = QtWidgets.QLabel(self.centralwidget)
font = QtGui.QFont()
font.setFamily("Arial")
font.setPointSize(11)
font.setBold(False)
font.setWeight(50)
self.label.setFont(font)
self.label.setObjectName("label")
self.verticalLayout.addWidget(self.label)
self.verticalLayout.setStretch(0, 8)
self.verticalLayout.setStretch(1, 1)
self.verticalLayout.setStretch(2, 1)
self.horizontalLayout.addLayout(self.verticalLayout)
self.horizontalLayout.setStretch(0, 25)
self.horizontalLayout.setStretch(1, 1)
self.gridLayout.addLayout(self.horizontalLayout, 0, 0, 1, 1)
MainWindow.setCentralWidget(self.centralwidget)
self.menubar = QtWidgets.QMenuBar(MainWindow)
self.menubar.setGeometry(QtCore.QRect(0, 0, 987, 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)
self.treeWidget.clicked['QModelIndex'].connect(MainWindow.clickedTree)
self.pushButton_4.clicked.connect(MainWindow.clickFileButton)
self.pushButton.clicked.connect(MainWindow.clickRunButton)
QtCore.QMetaObject.connectSlotsByName(MainWindow)
# self.pix_item = QGraphicsPixmapItem()
# self.scene=QGraphicsScene()
# self.scene.addItem(self.pix_item)
# self.graphicsView.setScene(self.scene)
def retranslateUi(self, MainWindow):
_translate = QtCore.QCoreApplication.translate
MainWindow.setWindowTitle(_translate("MainWindow", "MainWindow"))
self.treeWidget.headerItem().setText(0, _translate("MainWindow", "name"))
self.treeWidget.headerItem().setText(1, _translate("MainWindow", "score"))
self.treeWidget.headerItem().setText(2, _translate("MainWindow", "class"))
__sortingEnabled = self.treeWidget.isSortingEnabled()
self.treeWidget.setSortingEnabled(False)
self.treeWidget.setSortingEnabled(__sortingEnabled)
self.pushButton_4.setText(_translate("MainWindow", "打开文件夹"))
self.pushButton.setText(_translate("MainWindow", "开始"))
self.pushButton.setEnabled(False)
self.label.setText(_translate("MainWindow", ""))
pa = QPalette()
pa.setColor(pa.Foreground, QColor(255,0,0))
self.label2.setPalette(pa)
self.label2.setText(_translate("MainWindow", ""))
class load_model(QtCore.QThread):
_signal_log = pyqtSignal(str)
def __init__(self, obj, model_name='gauze'):
super(load_model, self).__init__()
self.model_name = model_name
self.obj = obj
def run(self):
self._signal_log.emit('loading weights...')
self.obj.load_weight(self.model_name)
self._signal_log.emit('weights {:} OK'.format(self.model_name))
class test_one_img(QtCore.QThread):
_signal_log = pyqtSignal(str)
_signal_result = pyqtSignal(dict)
def __init__(self, obj, parm):
super(test_one_img, self).__init__()
self.obj = obj
if type(parm) != type([]):
parm = [parm]
self.parm = parm
def run(self):
results = {}
file_names, _ = get_filenames(self.parm, with_ext=True)
self._signal_log.emit('start classify {:d}%'.format(0))
for idx, path in enumerate(self.parm):
score, kind = self.obj.test_one_img(path)
results[file_names[idx]] = [score, kind]
self._signal_log.emit('classify {:d}%...'.format(int(idx/len(self.parm)*100.0)))
self._signal_log.emit('classify OK!')
self._signal_result.emit(results)
class MyWindow(QMainWindow, Ui_MainWindow):
def __init__(self, parent=None):
super(MyWindow, self).__init__(parent)
self.setupUi(self)
self.tree_data = {}
self.base_path = None
self.select_imgname = None
self._translate = QtCore.QCoreApplication.translate
self.thread = None
self.model = classify_obj()
if not self.model.model_ready:
self.thread = load_model(self.model)
self.thread._signal_log.connect(self.call_backlog)
self.thread.start()
def clickedTree(self, currentindex):
self.pushButton.setEnabled(True)
self.select_imgname = self.treeWidget.currentItem().text(0)
img = QImage(os.path.join(self.base_path ,self.select_imgname))
pix = QPixmap.fromImage(img)
pix_item = QGraphicsPixmapItem(pix)
scene=QGraphicsScene()
#self.graphicsView.fitInView(self.pix_item)
# self.scene.setSceneRect()
scene.addItem(pix_item)
self.graphicsView.setScene(scene)
self.graphicsView.show()
result = self.tree_data[self.select_imgname]
self.change_result_show('{:} {:}'.format(result[0], result[1]))
def clearTreeItemAll(self):
items = self.treeWidget.topLevelItemCount()
for idx in range(items):
self.treeWidget.takeTopLevelItem(items - idx - 1)
def addTreeItem(self, name, col1=None, col2=None):
QtWidgets.QTreeWidgetItem(self.treeWidget)
item = self.treeWidget.topLevelItem(self.treeWidget.topLevelItemCount()-1)
item.setText(0, self._translate("MainWindow", name))
if col1 is not None:
item.setText(1, self._translate("MainWindow", str(col1)))
if col2 is not None:
item.setText(2, self._translate("MainWindow", str(col2)))
def changeTreeShow(self):
self.clearTreeItemAll()
for k, v in self.tree_data.items():
self.addTreeItem(k, v[0], v[1])
def clickFileButton(self):
file_name = QFileDialog.getExistingDirectory(self,"选择图片路径")
imgs_list = glob(file_name+'/*.jpg')
if imgs_list:
file_names, self.base_path = get_filenames(imgs_list, with_ext=True)
for idx, name in enumerate(file_names):
self.tree_data[name] = ['', '']
self.changeTreeShow()
else:
QMessageBox.warning(self,"警告","该目录下无图片")
# QMessageBox.warning(self,"警告","该目录下无图片",QMessageBox.Yes | QMessageBox.No)
def clickRunButton(self):
if not self.model.model_ready:
return
if self.select_imgname is not None:
self.thread = test_one_img(self.model, os.path.join(self.base_path, self.select_imgname))
self.thread._signal_result.connect(self.call_backresult)
self.thread._signal_log.connect(self.call_backlog)
self.thread.start()
def call_backlog(self, msg):
self.label.setText(self._translate("MainWindow", msg))
def call_backresult(self, result):
print(self.select_imgname)
for k, v in result.items():
self.tree_data[k] = ['{:.3f}'.format(v[0]), v[1]]
self.change_result_show('{:3f} {:}'.format(v[0], v[1]))
self.changeTreeShow()
def change_result_show(self, msg):
self.label2.setText(self._translate("MainWindow", msg))
if __name__ == '__main__':
app = QApplication(sys.argv)
myWin = MyWindow()
myWin.show()
sys.exit(app.exec_())