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- try:
- from PyQt5.QtGui import *
- from PyQt5.QtCore import *
- from PyQt5.QtWidgets import *
- except ImportError:
- from PyQt4.QtGui import *
- from PyQt4.QtCore import *
- import json
- import cv2
- import numpy as np
- from libs.utils import newIcon
- BB = QDialogButtonBox
- class Worker(QThread):
- progressBarValue = pyqtSignal(int)
- listValue = pyqtSignal(str)
- endsignal = pyqtSignal(int, str)
- handle = 0
- def __init__(self, ocr, mImgList, mainThread, model):
- super(Worker, self).__init__()
- self.ocr = ocr
- self.mImgList = mImgList
- self.mainThread = mainThread
- self.model = model
- self.setStackSize(1024*1024)
- def run(self):
- try:
- findex = 0
- for Imgpath in self.mImgList:
- if self.handle == 0:
- self.listValue.emit(Imgpath)
- if self.model == 'paddle':
- h, w, _ = cv2.imdecode(np.fromfile(Imgpath, dtype=np.uint8), 1).shape
- if h > 32 and w > 32:
- self.result_dic = self.ocr.ocr(Imgpath, cls=True, det=True)
- else:
- print('The size of', Imgpath, 'is too small to be recognised')
- self.result_dic = None
- # 结果保存
- if self.result_dic is None or len(self.result_dic) == 0:
- print('Can not recognise file', Imgpath)
- pass
- else:
- strs = ''
- for res in self.result_dic:
- chars = res[1][0]
- cond = res[1][1]
- posi = res[0]
- strs += "Transcription: " + chars + " Probability: " + str(cond) + \
- " Location: " + json.dumps(posi) +'\n'
- # Sending large amounts of data repeatedly through pyqtSignal may affect the program efficiency
- self.listValue.emit(strs)
- self.mainThread.result_dic = self.result_dic
- self.mainThread.filePath = Imgpath
- # 保存
- self.mainThread.saveFile(mode='Auto')
- findex += 1
- self.progressBarValue.emit(findex)
- else:
- break
- self.endsignal.emit(0, "readAll")
- self.exec()
- except Exception as e:
- print(e)
- raise
- class AutoDialog(QDialog):
- def __init__(self, text="Enter object label", parent=None, ocr=None, mImgList=None, lenbar=0):
- super(AutoDialog, self).__init__(parent)
- self.setFixedWidth(1000)
- self.parent = parent
- self.ocr = ocr
- self.mImgList = mImgList
- self.pb = QProgressBar()
- self.pb.setRange(0, lenbar)
- self.pb.setValue(0)
- layout = QVBoxLayout()
- layout.addWidget(self.pb)
- self.model = 'paddle'
- self.listWidget = QListWidget(self)
- layout.addWidget(self.listWidget)
- self.buttonBox = bb = BB(BB.Ok | BB.Cancel, Qt.Horizontal, self)
- bb.button(BB.Ok).setIcon(newIcon('done'))
- bb.button(BB.Cancel).setIcon(newIcon('undo'))
- bb.accepted.connect(self.validate)
- bb.rejected.connect(self.reject)
- layout.addWidget(bb)
- bb.button(BB.Ok).setEnabled(False)
- self.setLayout(layout)
- # self.setWindowTitle("自动标注中")
- self.setWindowModality(Qt.ApplicationModal)
- # self.setWindowFlags(Qt.WindowCloseButtonHint)
- self.thread_1 = Worker(self.ocr, self.mImgList, self.parent, 'paddle')
- self.thread_1.progressBarValue.connect(self.handleProgressBarSingal)
- self.thread_1.listValue.connect(self.handleListWidgetSingal)
- self.thread_1.endsignal.connect(self.handleEndsignalSignal)
- def handleProgressBarSingal(self, i):
- self.pb.setValue(i)
- def handleListWidgetSingal(self, i):
- self.listWidget.addItem(i)
- titem = self.listWidget.item(self.listWidget.count() - 1)
- self.listWidget.scrollToItem(titem)
- def handleEndsignalSignal(self, i, str):
- if i == 0 and str == "readAll":
- self.buttonBox.button(BB.Ok).setEnabled(True)
- self.buttonBox.button(BB.Cancel).setEnabled(False)
- def reject(self):
- print("reject")
- self.thread_1.handle = -1
- self.thread_1.quit()
- # del self.thread_1
- # if self.thread_1.isRunning():
- # self.thread_1.terminate()
- # self.thread_1.quit()
- # super(AutoDialog,self).reject()
- while not self.thread_1.isFinished():
- pass
- self.accept()
- def validate(self):
- self.accept()
- def postProcess(self):
- try:
- self.edit.setText(self.edit.text().trimmed())
- # print(self.edit.text())
- except AttributeError:
- # PyQt5: AttributeError: 'str' object has no attribute 'trimmed'
- self.edit.setText(self.edit.text())
- print(self.edit.text())
- def popUp(self):
- self.thread_1.start()
- return 1 if self.exec_() else None
- def closeEvent(self, event):
- print("???")
- # if self.thread_1.isRunning():
- # self.thread_1.quit()
- #
- # # self._thread.terminate()
- # # del self.thread_1
- # super(AutoDialog, self).closeEvent(event)
- self.reject()
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