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| 1 | +# -*- coding: utf-8 -*- |
| 2 | + |
| 3 | +# Form implementation generated from reading ui file 'ocrUI.ui' |
| 4 | +# |
| 5 | +# Created by: PyQt5 UI code generator 5.10.1 |
| 6 | +# |
| 7 | +# WARNING! All changes made in this file will be lost! |
| 8 | + |
| 9 | +import os , re , cv2 , pytesseract |
| 10 | +from PyQt5 import QtCore, QtGui, QtWidgets |
| 11 | +from PyQt5.QtGui import QIcon ,QPixmap |
| 12 | + |
| 13 | +class Ui_MainWindow(object): |
| 14 | + |
| 15 | + def __init__(self): |
| 16 | + pytesseract.pytesseract.tesseract_cmd = 'H:\Program Files (x86)\Tesseract-OCR\\tesseract.exe' |
| 17 | + |
| 18 | + def setupUi(self, MainWindow): |
| 19 | + # window = QtWidgets.QMainWindow() |
| 20 | + # window.setWindowTitle('PictureWorkshop') |
| 21 | + |
| 22 | + MainWindow.setObjectName("MainWindow") |
| 23 | + MainWindow.resize(1158, 719) |
| 24 | + MainWindow.setStyleSheet("QMainWindow#MainWindow\n" |
| 25 | +"{\n" |
| 26 | +" background-color:rgb(72,164,136);\n" |
| 27 | +" /*background-image: url(\'H:/Github/PythonScripts/PyQtDesigner/WebScrapper/bg.png\');*/\n" |
| 28 | +" background-position: center; /* Center the image */\n" |
| 29 | +" background-repeat: no-repeat;\n" |
| 30 | +"}\n" |
| 31 | +"\n" |
| 32 | +"\n" |
| 33 | +"\n" |
| 34 | +"QLabel\n" |
| 35 | +"{ \n" |
| 36 | +" background-color:rgb(255,255,255);\n" |
| 37 | +"}\n" |
| 38 | +"\n" |
| 39 | +"QPushButton\n" |
| 40 | +"{\n" |
| 41 | +" border-color: black;\n" |
| 42 | +" border-width: 1px 1px 1px 1px;\n" |
| 43 | +"\n" |
| 44 | +"}\n" |
| 45 | +"\n" |
| 46 | +"\n" |
| 47 | +"") |
| 48 | + self.centralwidget = QtWidgets.QWidget(MainWindow) |
| 49 | + self.centralwidget.setObjectName("centralwidget") |
| 50 | + self.buttonGetImage = QtWidgets.QPushButton(self.centralwidget) |
| 51 | + self.buttonGetImage.setGeometry(QtCore.QRect(30, 620, 130, 40)) |
| 52 | + font = QtGui.QFont() |
| 53 | + font.setPointSize(10) |
| 54 | + self.buttonGetImage.setFont(font) |
| 55 | + self.buttonGetImage.setObjectName("buttonGetImage") |
| 56 | + self.labelImage = QtWidgets.QLabel(self.centralwidget) |
| 57 | + self.labelImage.setGeometry(QtCore.QRect(30, 50, 711, 521)) |
| 58 | + self.labelImage.setFrameShape(QtWidgets.QFrame.WinPanel) |
| 59 | + self.labelImage.setText("") |
| 60 | + self.labelImage.setObjectName("labelImage") |
| 61 | + self.buttonExtractText = QtWidgets.QPushButton(self.centralwidget) |
| 62 | + self.buttonExtractText.setGeometry(QtCore.QRect(190, 620, 130, 40)) |
| 63 | + font = QtGui.QFont() |
| 64 | + font.setPointSize(10) |
| 65 | + self.buttonExtractText.setFont(font) |
| 66 | + self.buttonExtractText.setObjectName("buttonExtractText") |
| 67 | + self.buttonClear = QtWidgets.QPushButton(self.centralwidget) |
| 68 | + self.buttonClear.setGeometry(QtCore.QRect(860, 620, 130, 40)) |
| 69 | + font = QtGui.QFont() |
| 70 | + font.setPointSize(10) |
| 71 | + self.buttonClear.setFont(font) |
| 72 | + self.buttonClear.setObjectName("buttonClear") |
| 73 | + self.buttonSave = QtWidgets.QPushButton(self.centralwidget) |
| 74 | + self.buttonSave.setGeometry(QtCore.QRect(1030, 620, 130, 40)) |
| 75 | + font = QtGui.QFont() |
| 76 | + font.setPointSize(10) |
| 77 | + self.buttonSave.setFont(font) |
| 78 | + self.buttonSave.setObjectName("buttonSave") |
| 79 | + self.textEdit = QtWidgets.QTextEdit(self.centralwidget) |
| 80 | + self.textEdit.setGeometry(QtCore.QRect(860, 50, 451, 521)) |
| 81 | + font = QtGui.QFont() |
| 82 | + font.setPointSize(10) |
| 83 | + self.textEdit.setFont(font) |
| 84 | + self.textEdit.setFrameShape(QtWidgets.QFrame.WinPanel) |
| 85 | + self.textEdit.setFrameShadow(QtWidgets.QFrame.Plain) |
| 86 | + self.textEdit.setObjectName("textEdit") |
| 87 | + MainWindow.setCentralWidget(self.centralwidget) |
| 88 | + self.menubar = QtWidgets.QMenuBar(MainWindow) |
| 89 | + self.menubar.setGeometry(QtCore.QRect(0, 0, 1158, 21)) |
| 90 | + self.menubar.setObjectName("menubar") |
| 91 | + MainWindow.setMenuBar(self.menubar) |
| 92 | + self.statusbar = QtWidgets.QStatusBar(MainWindow) |
| 93 | + self.statusbar.setObjectName("statusbar") |
| 94 | + MainWindow.setStatusBar(self.statusbar) |
| 95 | + |
| 96 | + self.buttonGetImage.clicked.connect(self.getImage) |
| 97 | + self.buttonExtractText.clicked.connect(self.extractText) |
| 98 | + self.buttonExtractText.setEnabled(False) |
| 99 | + self.buttonClear.clicked.connect(self.clearText) |
| 100 | + self.buttonSave.clicked.connect(self.saveText) |
| 101 | + |
| 102 | + self.retranslateUi(MainWindow) |
| 103 | + QtCore.QMetaObject.connectSlotsByName(MainWindow) |
| 104 | + |
| 105 | + def retranslateUi(self, MainWindow): |
| 106 | + _translate = QtCore.QCoreApplication.translate |
| 107 | + MainWindow.setWindowTitle(_translate("MainWindow", "Optical Character Recognition")) |
| 108 | + scriptDir = os.path.dirname(os.path.realpath(__file__)) |
| 109 | + MainWindow.setWindowIcon(QtGui.QIcon(scriptDir + os.path.sep + 'ocrLogo.png')) |
| 110 | + self.buttonGetImage.setText(_translate("MainWindow", "Load image")) |
| 111 | + self.buttonExtractText.setText(_translate("MainWindow", "Extract text")) |
| 112 | + self.buttonClear.setText(_translate("MainWindow", "Clear")) |
| 113 | + self.buttonSave.setText(_translate("MainWindow", "Save")) |
| 114 | + |
| 115 | + |
| 116 | + def getImage(self): |
| 117 | + options = QtWidgets.QFileDialog.Options() |
| 118 | + options |= QtWidgets.QFileDialog.DontUseNativeDialog |
| 119 | + self.fileName, _ = QtWidgets.QFileDialog.getOpenFileName(options=options) |
| 120 | + # self.fileName, _ = QtWidgets.QFileDialog.getOpenFileName(self,"Open a image", "","All Files (*);;Image Files (*.jpg);;Image Files (*.png)", options=options) |
| 121 | + if self.fileName: |
| 122 | + print(self.fileName) |
| 123 | + pattern = ".(jpg|png|jpeg|bmp|jpe|tiff)$" |
| 124 | + if re.search(pattern,self.fileName): |
| 125 | + self.setImage(self.fileName) |
| 126 | + |
| 127 | + def setImage(self,fileName): |
| 128 | + self.labelImage.setPixmap(QPixmap(fileName)) |
| 129 | + self.buttonExtractText.setEnabled(True) |
| 130 | + |
| 131 | + def extractText(self): |
| 132 | + config = ('-l eng --oem 1 --psm 3') |
| 133 | + img = cv2.imread(self.fileName, cv2.IMREAD_COLOR) |
| 134 | + # Run tesseract OCR on image |
| 135 | + text = pytesseract.image_to_string(img, config=config) |
| 136 | + # Print recognized text |
| 137 | + self.textEdit.append(text) |
| 138 | + print(text) |
| 139 | + |
| 140 | + def clearText(self): |
| 141 | + self.textEdit.clear() |
| 142 | + |
| 143 | + def saveText(self): |
| 144 | + options = QtWidgets.QFileDialog.Options() |
| 145 | + options |= QtWidgets.QFileDialog.DontUseNativeDialog |
| 146 | + # fileName, _ = QtWidgets.QFileDialog.getSaveFileName(self,"Save text","All Files (*);;Text Files (*.txt)", options=options) |
| 147 | + fileName, _ = QtWidgets.QFileDialog.getSaveFileName(options=options) |
| 148 | + if fileName: |
| 149 | + print(fileName) |
| 150 | + file = open(fileName,'w') |
| 151 | + text = self.textEdit.toPlainText() |
| 152 | + file.write(text) |
| 153 | + file.close() |
| 154 | + |
| 155 | + |
| 156 | +if __name__ == "__main__": |
| 157 | + import sys |
| 158 | + app = QtWidgets.QApplication(sys.argv) |
| 159 | + MainWindow = QtWidgets.QMainWindow() |
| 160 | + ui = Ui_MainWindow() |
| 161 | + ui.setupUi(MainWindow) |
| 162 | + MainWindow.show() |
| 163 | + sys.exit(app.exec_()) |
| 164 | + |
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