+ 
+Make sure %s is a valid image file." % unicodeFilePath) + self.status("Error reading %s" % unicodeFilePath) + return False + self.status("Loaded %s" % os.path.basename(unicodeFilePath)) + self.image = image + self.filePath = unicodeFilePath + self.canvas.loadPixmap(QPixmap.fromImage(image)) + + if self.validFilestate(filePath) is True: + self.setClean() + else: + self.dirty = False + self.actions.save.setEnabled(True) + + self.canvas.setEnabled(True) + self.adjustScale(initial=True) + self.paintCanvas() + self.addRecentFile(self.filePath) + self.toggleActions(True) + self.showBoundingBoxFromPPlabel(filePath) + + self.setWindowTitle(__appname__ + ' ' + filePath) + + # Default : select last item if there is at least one item + if self.labelList.count(): + self.labelList.setCurrentItem(self.labelList.item(self.labelList.count() - 1)) + self.labelList.item(self.labelList.count() - 1).setSelected(True) + + self.canvas.setFocus(True) + return True + return False + + + def showBoundingBoxFromPPlabel(self, filePath): + imgidx = self.getImglabelidx(filePath) + if imgidx not in self.PPlabel.keys(): + return + shapes = [] + for box in self.PPlabel[imgidx]: + shapes.append((box['transcription'], box['points'], None, None, box['difficult'])) + + print(shapes) + self.loadLabels(shapes) + self.canvas.verified = False + + + def validFilestate(self, filePath): + if filePath not in self.fileStatedict.keys(): + return None + elif self.fileStatedict[filePath] == 1: + return True + else: + return False + + def resizeEvent(self, event): + if self.canvas and not self.image.isNull() \ + and self.zoomMode != self.MANUAL_ZOOM: + self.adjustScale() + super(MainWindow, self).resizeEvent(event) + + def paintCanvas(self): + assert not self.image.isNull(), "cannot paint null image" + self.canvas.scale = 0.01 * self.zoomWidget.value() + self.canvas.adjustSize() + self.canvas.update() + + def adjustScale(self, initial=False): + value = self.scalers[self.FIT_WINDOW if initial else self.zoomMode]() + self.zoomWidget.setValue(int(100 * value)) + + def scaleFitWindow(self): + """Figure out the size of the pixmap in order to fit the main widget.""" + e = 2.0 # So that no scrollbars are generated. + w1 = self.centralWidget().width() - e + h1 = self.centralWidget().height() - e -110 + a1 = w1 / h1 + # Calculate a new scale value based on the pixmap's aspect ratio. + w2 = self.canvas.pixmap.width() - 0.0 + h2 = self.canvas.pixmap.height() - 0.0 + a2 = w2 / h2 + return w1 / w2 if a2 >= a1 else h1 / h2 + + def scaleFitWidth(self): + # The epsilon does not seem to work too well here. + w = self.centralWidget().width() - 2.0 + return w / self.canvas.pixmap.width() + + def closeEvent(self, event): + if not self.mayContinue(): + event.ignore() + else: + settings = self.settings + # If it loads images from dir, don't load it at the begining + if self.dirname is None: + settings[SETTING_FILENAME] = self.filePath if self.filePath else '' + else: + settings[SETTING_FILENAME] = '' + + settings[SETTING_WIN_SIZE] = self.size() + settings[SETTING_WIN_POSE] = self.pos() + settings[SETTING_WIN_STATE] = self.saveState() + settings[SETTING_LINE_COLOR] = self.lineColor + settings[SETTING_FILL_COLOR] = self.fillColor + settings[SETTING_RECENT_FILES] = self.recentFiles + settings[SETTING_ADVANCE_MODE] = not self._beginner + if self.defaultSaveDir and os.path.exists(self.defaultSaveDir): + settings[SETTING_SAVE_DIR] = ustr(self.defaultSaveDir) + else: + settings[SETTING_SAVE_DIR] = '' + + if self.lastOpenDir and os.path.exists(self.lastOpenDir): + settings[SETTING_LAST_OPEN_DIR] = self.lastOpenDir + else: + settings[SETTING_LAST_OPEN_DIR] = '' + + settings[SETTING_SINGLE_CLASS] = self.singleClassMode.isChecked() + settings[SETTING_PAINT_LABEL] = self.displayLabelOption.isChecked() + settings[SETTING_DRAW_SQUARE] = self.drawSquaresOption.isChecked() + settings.save() + try: + self.saveLabelFile() + except: + pass + + def loadRecent(self, filename): + if self.mayContinue(): + self.loadFile(filename) + + def scanAllImages(self, folderPath): + extensions = ['.%s' % fmt.data().decode("ascii").lower() for fmt in QImageReader.supportedImageFormats()] + images = [] + + for file in os.listdir(folderPath): + if file.lower().endswith(tuple(extensions)): + relativePath = os.path.join(folderPath, file) + path = ustr(os.path.abspath(relativePath)) + images.append(path) + natural_sort(images, key=lambda x: x.lower()) + return images + + + + def openDirDialog(self, _value=False, dirpath=None, silent=False): + if not self.mayContinue(): + return + + defaultOpenDirPath = dirpath if dirpath else '.' + if self.lastOpenDir and os.path.exists(self.lastOpenDir): + defaultOpenDirPath = self.lastOpenDir + else: + defaultOpenDirPath = os.path.dirname(self.filePath) if self.filePath else '.' + if silent != True: + targetDirPath = ustr(QFileDialog.getExistingDirectory(self, + '%s - Open Directory' % __appname__, + defaultOpenDirPath, + QFileDialog.ShowDirsOnly | QFileDialog.DontResolveSymlinks)) + else: + targetDirPath = ustr(defaultOpenDirPath) + self.lastOpenDir = targetDirPath + self.importDirImages(targetDirPath) + + def importDirImages(self, dirpath, isDelete = False): + if not self.mayContinue() or not dirpath: + return + if self.defaultSaveDir and self.defaultSaveDir != dirpath: + self.saveLabelFile() + + if not isDelete: + self.loadFilestate(dirpath) + self.PPlabelpath = dirpath+ '/Label.txt' + self.PPlabel = self.loadLabelFile(self.PPlabelpath) + self.Cachelabelpath = dirpath + '/Cache.cach' + self.Cachelabel = self.loadLabelFile(self.Cachelabelpath) + if self.Cachelabel: + self.PPlabel = dict(self.Cachelabel, **self.PPlabel) + self.lastOpenDir = dirpath + self.dirname = dirpath + + + self.defaultSaveDir = dirpath + self.statusBar().showMessage('%s started. Annotation will be saved to %s' % + (__appname__, self.defaultSaveDir)) + self.statusBar().show() + + self.filePath = None + self.fileListWidget.clear() + self.mImgList = self.scanAllImages(dirpath) + self.mImgList5 = self.mImgList[:5] + self.openNextImg() + doneicon = newIcon('done') + closeicon = newIcon('close') + for imgPath in self.mImgList: + filename = os.path.basename(imgPath) + if self.validFilestate(imgPath) is True: + item = QListWidgetItem(doneicon, filename) + else: + item = QListWidgetItem(closeicon, filename) + self.fileListWidget.addItem(item) + + print('dirPath in importDirImages is', dirpath) + self.iconlist.clear() + self.additems5(dirpath) + self.changeFileFolder = True + self.haveAutoReced = False + self.AutoRecognition.setEnabled(True) + self.reRecogButton.setEnabled(True) + self.actions.AutoRec.setEnabled(True) + self.actions.reRec.setEnabled(True) + self.actions.saveLabel.setEnabled(True) + + + def openPrevImg(self, _value=False): + if len(self.mImgList) <= 0: + return + + if self.filePath is None: + return + + currIndex = self.mImgList.index(self.filePath) + self.mImgList5 = self.mImgList[:5] + if currIndex - 1 >= 0: + filename = self.mImgList[currIndex - 1] + self.mImgList5 = self.indexTo5Files(currIndex - 1) + if filename: + self.loadFile(filename) + + def openNextImg(self, _value=False): + if not self.mayContinue(): + return + + if len(self.mImgList) <= 0: + return + + filename = None + if self.filePath is None: + filename = self.mImgList[0] + self.mImgList5 = self.mImgList[:5] + else: + currIndex = self.mImgList.index(self.filePath) + if currIndex + 1 < len(self.mImgList): + filename = self.mImgList[currIndex + 1] + self.mImgList5 = self.indexTo5Files(currIndex + 1) + else: + self.mImgList5 = self.indexTo5Files(currIndex) + if filename: + print('file name in openNext is ',filename) + self.loadFile(filename) + + def openFile(self, _value=False): + if not self.mayContinue(): + return + path = os.path.dirname(ustr(self.filePath)) if self.filePath else '.' + formats = ['*.%s' % fmt.data().decode("ascii").lower() for fmt in QImageReader.supportedImageFormats()] + filters = "Image & Label files (%s)" % ' '.join(formats + ['*%s' % LabelFile.suffix]) + filename = QFileDialog.getOpenFileName(self, '%s - Choose Image or Label file' % __appname__, path, filters) + if filename: + if isinstance(filename, (tuple, list)): + filename = filename[0] + self.loadFile(filename) + # print('filename in openfile is ', self.filePath) + self.filePath = None + self.fileListWidget.clear() + self.iconlist.clear() + self.mImgList = [filename] + self.openNextImg() + if self.validFilestate(filename) is True: + item = QListWidgetItem(newIcon('done'), filename) + self.setClean() + elif self.validFilestate(filename) is None: + item = QListWidgetItem(newIcon('close'), filename) + else: + item = QListWidgetItem(newIcon('close'), filename) + self.setDirty() + self.fileListWidget.addItem(filename) + self.additems5(None) + print('opened image is', filename) + + def updateFileListIcon(self, filename): + pass + + def saveFile(self, _value=False, mode='Manual'): + # Manual mode is used for users click "Save" manually,which will change the state of the image + if self.filePath: + imgidx = self.getImglabelidx(self.filePath) + self._saveFile(imgidx, mode=mode) + + + def saveFileAs(self, _value=False): + assert not self.image.isNull(), "cannot save empty image" + self._saveFile(self.saveFileDialog()) + + def saveFileDialog(self, removeExt=True): + caption = '%s - Choose File' % __appname__ + filters = 'File (*%s)' % LabelFile.suffix + openDialogPath = self.currentPath() + dlg = QFileDialog(self, caption, openDialogPath, filters) + dlg.setDefaultSuffix(LabelFile.suffix[1:]) + dlg.setAcceptMode(QFileDialog.AcceptSave) + filenameWithoutExtension = os.path.splitext(self.filePath)[0] + dlg.selectFile(filenameWithoutExtension) + dlg.setOption(QFileDialog.DontUseNativeDialog, False) + if dlg.exec_(): + fullFilePath = ustr(dlg.selectedFiles()[0]) + if removeExt: + return os.path.splitext(fullFilePath)[0] # Return file path without the extension. + else: + return fullFilePath + return '' + + def _saveFile(self, annotationFilePath, mode='Manual'): + if mode == 'Manual': + if annotationFilePath and self.saveLabels(annotationFilePath, mode=mode): + self.setClean() + self.statusBar().showMessage('Saved to %s' % annotationFilePath) + self.statusBar().show() + currIndex = self.mImgList.index(self.filePath) + item = self.fileListWidget.item(currIndex) + item.setIcon(newIcon('done')) + + self.fileStatedict[self.filePath] = 1 + if len(self.fileStatedict)%self.autoSaveNum ==0: + self.saveFilestate() + self.savePPlabel(mode='Auto') + + self.fileListWidget.insertItem(int(currIndex), item) + self.openNextImg() + self.actions.saveRec.setEnabled(True) + + elif mode == 'Auto': + if annotationFilePath and self.saveLabels(annotationFilePath, mode=mode): + + self.setClean() + self.statusBar().showMessage('Saved to %s' % annotationFilePath) + self.statusBar().show() + + def closeFile(self, _value=False): + if not self.mayContinue(): + return + self.resetState() + self.setClean() + self.toggleActions(False) + self.canvas.setEnabled(False) + self.actions.saveAs.setEnabled(False) + + def deleteImg(self): + deletePath = self.filePath + if deletePath is not None: + deleteInfo = self.deleteImgDialog() + if deleteInfo == QMessageBox.Yes: + if platform.system() == 'Windows': + from win32com.shell import shell, shellcon + shell.SHFileOperation((0, shellcon.FO_DELETE, deletePath, None, + shellcon.FOF_SILENT | shellcon.FOF_ALLOWUNDO | shellcon.FOF_NOCONFIRMATION, + None, None)) + # linux + elif platform.system() == 'Linux': + cmd = 'trash ' + deletePath + os.system(cmd) + # macOS + elif platform.system() == 'Darwin': + import subprocess + absPath = os.path.abspath(deletePath).replace('\\', '\\\\').replace('"', '\\"') + cmd = ['osascript', '-e', + 'tell app "Finder" to move {the POSIX file "' + absPath + '"} to trash'] + print(cmd) + subprocess.call(cmd, stdout=open(os.devnull, 'w')) + + if self.filePath in self.fileStatedict.keys(): + self.fileStatedict.pop(self.filePath) + imgidx = self.getImglabelidx(self.filePath) + if imgidx in self.PPlabel.keys(): + self.PPlabel.pop(imgidx) + self.openNextImg() + self.importDirImages(self.lastOpenDir, isDelete=True) + + def deleteImgDialog(self): + yes, cancel = QMessageBox.Yes, QMessageBox.Cancel + msg = u'The image will be deleted to the recycle bin' + return QMessageBox.warning(self, u'Attention', msg, yes | cancel) + + def resetAll(self): + self.settings.reset() + self.close() + proc = QProcess() + proc.startDetached(os.path.abspath(__file__)) + + def mayContinue(self): # + if not self.dirty: + return True + else: + discardChanges = self.discardChangesDialog() + if discardChanges == QMessageBox.No: + return True + elif discardChanges == QMessageBox.Yes: + self.saveFile() + return True + else: + return False + + def discardChangesDialog(self): + yes, no, cancel = QMessageBox.Yes, QMessageBox.No, QMessageBox.Cancel + msg = u'You have unsaved changes, would you like to save them and proceed?\nClick "No" to undo all changes.' + return QMessageBox.warning(self, u'Attention', msg, yes | no | cancel) + + def errorMessage(self, title, message): + return QMessageBox.critical(self, title, + '
%s
%s' % (title, message)) + + def currentPath(self): + return os.path.dirname(self.filePath) if self.filePath else '.' + + def chooseColor1(self): + color = self.colorDialog.getColor(self.lineColor, u'Choose line color', + default=DEFAULT_LINE_COLOR) + if color: + self.lineColor = color + Shape.line_color = color + self.canvas.setDrawingColor(color) + self.canvas.update() + self.setDirty() + + def deleteSelectedShape(self): + self.remLabel(self.canvas.deleteSelected()) + self.setDirty() + if self.noShapes(): + for action in self.actions.onShapesPresent: + action.setEnabled(False) + + def chshapeLineColor(self): + color = self.colorDialog.getColor(self.lineColor, u'Choose line color', + default=DEFAULT_LINE_COLOR) + if color: + self.canvas.selectedShape.line_color = color + self.canvas.update() + self.setDirty() + + def chshapeFillColor(self): + color = self.colorDialog.getColor(self.fillColor, u'Choose fill color', + default=DEFAULT_FILL_COLOR) + if color: + self.canvas.selectedShape.fill_color = color + self.canvas.update() + self.setDirty() + + def copyShape(self): + self.canvas.endMove(copy=True) + self.addLabel(self.canvas.selectedShape) + self.setDirty() + + def moveShape(self): + self.canvas.endMove(copy=False) + self.setDirty() + + def loadPredefinedClasses(self, predefClassesFile): + if os.path.exists(predefClassesFile) is True: + with codecs.open(predefClassesFile, 'r', 'utf8') as f: + for line in f: + line = line.strip() + if self.labelHist is None: + self.labelHist = [line] + else: + self.labelHist.append(line) + + + def togglePaintLabelsOption(self): + for shape in self.canvas.shapes: + shape.paintLabel = self.displayLabelOption.isChecked() + + def toogleDrawSquare(self): + self.canvas.setDrawingShapeToSquare(self.drawSquaresOption.isChecked()) + + def additems(self, dirpath): + for file in self.mImgList: + pix = QPixmap(file) + _, filename = os.path.split(file) + filename, _ = os.path.splitext(filename) + item = QListWidgetItem(QIcon(pix.scaled(100, 100, Qt.IgnoreAspectRatio, Qt.FastTransformation)), + filename[:10]) + item.setToolTip(file) + self.iconlist.addItem(item) + + def additems5(self, dirpath): + for file in self.mImgList5: + pix = QPixmap(file) + _, filename = os.path.split(file) + filename, _ = os.path.splitext(filename) + pfilename = filename[:10] + if len(pfilename) < 10: + lentoken = 12 - len(pfilename) + prelen = lentoken // 2 + bfilename = prelen * " " + pfilename + (lentoken - prelen) * " " + # item = QListWidgetItem(QIcon(pix.scaled(100, 100, Qt.KeepAspectRatio, Qt.SmoothTransformation)),filename[:10]) + item = QListWidgetItem(QIcon(pix.scaled(100, 100, Qt.IgnoreAspectRatio, Qt.FastTransformation)),pfilename) + # item.setForeground(QBrush(Qt.white)) + item.setToolTip(file) + self.iconlist.addItem(item) + owidth = 0 + for index in range(len(self.mImgList5)): + item = self.iconlist.item(index) + itemwidget = self.iconlist.visualItemRect(item) + owidth += itemwidget.width() + self.iconlist.setMinimumWidth(owidth + 50) + + def getImglabelidx(self, filePath): + if platform.system()=='Windows': + spliter = '\\' + else: + spliter = '/' + filepathsplit = filePath.split(spliter)[-2:] + return filepathsplit[0] + '/' + filepathsplit[1] + + def autoRecognition(self): + assert self.mImgList is not None + print('Using model from ', self.model) + + uncheckedList = [i for i in self.mImgList if i not in self.fileStatedict.keys()] + self.autoDialog = AutoDialog(parent=self, ocr=self.ocr, mImgList=uncheckedList, lenbar=len(uncheckedList)) + self.autoDialog.popUp() + self.currIndex=len(self.mImgList) + self.loadFile(self.filePath) # ADD + self.haveAutoReced = True + self.AutoRecognition.setEnabled(False) + self.actions.AutoRec.setEnabled(False) + self.setDirty() + self.saveCacheLabel() + + + def reRecognition(self): + img = cv2.imread(self.filePath) + # org_box = [dic['points'] for dic in self.PPlabel[self.getImglabelidx(self.filePath)]] + if self.canvas.shapes: + self.result_dic = [] + rec_flag = 0 + for shape in self.canvas.shapes: + box = [[int(p.x()), int(p.y())] for p in shape.points] + assert len(box) == 4 + img_crop = get_rotate_crop_image(img, np.array(box, np.float32)) + if img_crop is None: + msg = 'Can not recognise the detection box in ' + self.filePath + '. Please change manually' + QMessageBox.information(self, "Information", msg) + return + result = self.ocr.ocr(img_crop, cls=True, det=False) + if result[0][0] is not '': + result.insert(0, box) + print('result in reRec is ', result) + self.result_dic.append(result) + if result[1][0] == shape.label: + print('label no change') + else: + rec_flag += 1 + + if len(self.result_dic) > 0 and rec_flag > 0: + self.saveFile(mode='Auto') + self.loadFile(self.filePath) + self.setDirty() + elif len(self.result_dic) == len(self.canvas.shapes) and rec_flag == 0: + QMessageBox.information(self, "Information", "The recognition result remains unchanged!") + else: + print('Can not recgonise in ', self.filePath) + else: + QMessageBox.information(self, "Information", "Draw a box!") + + def singleRerecognition(self): + img = cv2.imread(self.filePath) + shape = self.canvas.selectedShape + box = [[int(p.x()), int(p.y())] for p in shape.points] + assert len(box) == 4 + img_crop = get_rotate_crop_image(img, np.array(box, np.float32)) + if img_crop is None: + msg = 'Can not recognise the detection box in ' + self.filePath + '. Please change manually' + QMessageBox.information(self, "Information", msg) + return + result = self.ocr.ocr(img_crop, cls=True, det=False) + if result[0][0] is not '': + result.insert(0, box) + print('result in reRec is ', result) + if result[1][0] == shape.label: + print('label no change') + else: + shape.label = result[1][0] + self.singleLabel(shape) + self.setDirty() + print(box) + + def autolcm(self): + vbox = QVBoxLayout() + hbox = QHBoxLayout() + self.panel = QLabel() + self.panel.setText(self.stringBundle.getString('choseModelLg')) + self.panel.setAlignment(Qt.AlignLeft) + self.comboBox = QComboBox() + self.comboBox.setObjectName("comboBox") + self.comboBox.addItems(['Chinese & English', 'English', 'French', 'German', 'Korean', 'Japanese']) + vbox.addWidget(self.panel) + vbox.addWidget(self.comboBox) + self.dialog = QDialog() + self.dialog.resize(300, 100) + self.okBtn = QPushButton(self.stringBundle.getString('ok')) + self.cancelBtn = QPushButton(self.stringBundle.getString('cancel')) + + self.okBtn.clicked.connect(self.modelChoose) + self.cancelBtn.clicked.connect(self.cancel) + self.dialog.setWindowTitle(self.stringBundle.getString('choseModelLg')) + + hbox.addWidget(self.okBtn) + hbox.addWidget(self.cancelBtn) + + vbox.addWidget(self.panel) + vbox.addLayout(hbox) + self.dialog.setLayout(vbox) + self.dialog.setWindowModality(Qt.ApplicationModal) + self.dialog.exec_() + if self.filePath: + self.AutoRecognition.setEnabled(True) + self.actions.AutoRec.setEnabled(True) + + + def modelChoose(self): + print(self.comboBox.currentText()) + lg_idx = {'Chinese & English': 'ch', 'English': 'en', 'French': 'french', 'German': 'german', + 'Korean': 'korean', 'Japanese': 'japan'} + del self.ocr + self.ocr = PaddleOCR(use_pdserving=False, use_angle_cls=True, det=True, cls=True, use_gpu=False, + lang=lg_idx[self.comboBox.currentText()]) + self.dialog.close() + + def cancel(self): + self.dialog.close() + + def loadFilestate(self, saveDir): + self.fileStatepath = saveDir + '/fileState.txt' + self.fileStatedict = {} + if not os.path.exists(self.fileStatepath): + f = open(self.fileStatepath, 'w', encoding='utf-8') + else: + with open(self.fileStatepath, 'r', encoding='utf-8') as f: + states = f.readlines() + for each in states: + file, state = each.split('\t') + self.fileStatedict[file] = 1 + + + def saveFilestate(self): + with open(self.fileStatepath, 'w', encoding='utf-8') as f: + for key in self.fileStatedict: + f.write(key + '\t') + f.write(str(self.fileStatedict[key]) + '\n') + + + def loadLabelFile(self, labelpath): + labeldict = {} + if not os.path.exists(labelpath): + f = open(labelpath, 'w', encoding='utf-8') + + else: + with open(labelpath, 'r', encoding='utf-8') as f: + data = f.readlines() + for each in data: + file, label = each.split('\t') + if label: + label = label.replace('false', 'False') + label = label.replace('true', 'True') + labeldict[file] = eval(label) + else: + labeldict[file] = [] + return labeldict + + + def savePPlabel(self,mode='Manual'): + savedfile = [self.getImglabelidx(i) for i in self.fileStatedict.keys()] + with open(self.PPlabelpath, 'w', encoding='utf-8') as f: + for key in self.PPlabel: + if key in savedfile and self.PPlabel[key] != []: + f.write(key + '\t') + f.write(json.dumps(self.PPlabel[key], ensure_ascii=False) + '\n') + + if mode=='Manual': + msg = 'Images that have been checked are saved in '+ self.PPlabelpath + QMessageBox.information(self, "Information", msg) + + def saveCacheLabel(self): + with open(self.Cachelabelpath, 'w', encoding='utf-8') as f: + for key in self.Cachelabel: + f.write(key + '\t') + f.write(json.dumps(self.Cachelabel[key], ensure_ascii=False) + '\n') + + def saveLabelFile(self): + self.saveFilestate() + self.savePPlabel() + + def saveRecResult(self): + if None in [self.PPlabelpath, self.PPlabel, self.fileStatedict]: + QMessageBox.information(self, "Information", "Save file first") + return + + rec_gt_dir = os.path.dirname(self.PPlabelpath) + '/rec_gt.txt' + crop_img_dir = os.path.dirname(self.PPlabelpath) + '/crop_img/' + if not os.path.exists(crop_img_dir): + os.mkdir(crop_img_dir) + + with open(rec_gt_dir, 'w', encoding='utf-8') as f: + for key in self.fileStatedict: + idx = self.getImglabelidx(key) + for i, label in enumerate(self.PPlabel[idx]): + if label['difficult']: continue + img = cv2.imread(key) + img_crop = get_rotate_crop_image(img, np.array(label['points'], np.float32)) + img_name = os.path.splitext(os.path.basename(idx))[0] + '_crop_'+str(i)+'.jpg' + cv2.imwrite(crop_img_dir+img_name, img_crop) + f.write('crop_img/'+ img_name + '\t') + f.write(label['transcription'] + '\n') + + QMessageBox.information(self, "Information", "Cropped images has been saved in "+str(crop_img_dir)) + +def inverted(color): + return QColor(*[255 - v for v in color.getRgb()]) + + +def read(filename, default=None): + try: + with open(filename, 'rb') as f: + return f.read() + except: + return default + + +def get_main_app(argv=[]): + """ + Standard boilerplate Qt application code. + Do everything but app.exec_() -- so that we can test the application in one thread + """ + app = QApplication(argv) + app.setApplicationName(__appname__) + app.setWindowIcon(newIcon("app")) + # Tzutalin 201705+: Accept extra agruments to change predefined class file + argparser = argparse.ArgumentParser() + argparser.add_argument("--lang", default='en', nargs="?") + argparser.add_argument("--predefined_classes_file", + default=os.path.join(os.path.dirname(__file__), "data", "predefined_classes.txt"), + nargs="?") + args = argparser.parse_args(argv[1:]) + # Usage : labelImg.py image predefClassFile saveDir + win = MainWindow(lang=args.lang, + defaultPrefdefClassFile=args.predefined_classes_file) + win.show() + return app, win + + +def main(): + '''construct main app and run it''' + app, _win = get_main_app(sys.argv) + return app.exec_() + + +if __name__ == '__main__': + + resource_file = './libs/resources.py' + if not os.path.exists(resource_file): + output = os.system('pyrcc5 -o libs/resources.py resources.qrc') + assert output is 0, "operate the cmd have some problems ,please check whether there is a in the lib " \ + "directory resources.py " + import libs.resources + sys.exit(main()) diff --git a/PPOCRLabel/README.md b/PPOCRLabel/README.md new file mode 100644 index 0000000000..4e1e230405 --- /dev/null +++ b/PPOCRLabel/README.md @@ -0,0 +1,153 @@ +English | [简体中文](README_ch.md) + +# PPOCRLabel + +PPOCRLabel is a semi-automatic graphic annotation tool suitable for OCR field. It is written in python3 and pyqt5, supporting rectangular box annotation and four-point annotation modes. Annotations can be directly used for the training of PPOCR detection and recognition models. + +
+
+### Recent Update
+
+- 2020.12.18: Support re-recognition of a single label box (by [ninetailskim](https://github.com/ninetailskim) ), perfect shortcut keys.
+
+## Installation
+
+### 1. Install PaddleOCR
+
+Refer to [PaddleOCR installation document](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/installation.md) to prepare PaddleOCR
+
+### 2. Install PPOCRLabel
+
+#### Windows + Anaconda
+
+Download and install [Anaconda](https://www.anaconda.com/download/#download) (Python 3+)
+
+```
+pip install pyqt5
+cd ./PPOCRLabel # Change the directory to the PPOCRLabel folder
+python PPOCRLabel.py
+```
+
+#### Ubuntu Linux
+
+```
+pip3 install pyqt5
+pip3 install trash-cli
+cd ./PPOCRLabel # Change the directory to the PPOCRLabel folder
+python3 PPOCRLabel.py
+```
+
+#### macOS
+```
+pip3 install pyqt5
+pip3 uninstall opencv-python # Uninstall opencv manually as it conflicts with pyqt
+pip3 install opencv-contrib-python-headless # Install the headless version of opencv
+cd ./PPOCRLabel # Change the directory to the PPOCRLabel folder
+python3 PPOCRLabel.py
+```
+
+## Usage
+
+### Steps
+
+1. Build and launch using the instructions above.
+
+2. Click 'Open Dir' in Menu/File to select the folder of the picture.[1]
+
+3. Click 'Auto recognition', use PPOCR model to automatically annotate images which marked with 'X' [2]before the file name.
+
+4. Create Box:
+
+ 4.1 Click 'Create RectBox' or press 'W' in English keyboard mode to draw a new rectangle detection box. Click and release left mouse to select a region to annotate the text area.
+
+ 4.2 Press 'P' to enter four-point labeling mode which enables you to create any four-point shape by clicking four points with the left mouse button in succession and DOUBLE CLICK the left mouse as the signal of labeling completion.
+
+5. After the marking frame is drawn, the user clicks "OK", and the detection frame will be pre-assigned a "TEMPORARY" label.
+
+6. Click 're-Recognition', model will rewrite ALL recognition results in ALL detection box[3].
+
+7. Double click the result in 'recognition result' list to manually change inaccurate recognition results.
+
+8. Click "Check", the image status will switch to "√",then the program automatically jump to the next(The results will not be written directly to the file at this time).
+
+9. Click "Delete Image" and the image will be deleted to the recycle bin.
+
+10. Labeling result: the user can save manually through the menu "File - Save Label", while the program will also save automatically after every 10 images confirmed by the user.the manually checked label will be stored in *Label.txt* under the opened picture folder.
+ Click "PaddleOCR"-"Save Recognition Results" in the menu bar, the recognition training data of such pictures will be saved in the *crop_img* folder, and the recognition label will be saved in *rec_gt.txt*[4].
+
+### Note
+
+[1] PPOCRLabel uses the opened folder as the project. After opening the image folder, the picture will not be displayed in the dialog. Instead, the pictures under the folder will be directly imported into the program after clicking "Open Dir".
+
+[2] The image status indicates whether the user has saved the image manually. If it has not been saved manually it is "X", otherwise it is "√", PPOCRLabel will not relabel pictures with a status of "√".
+
+[3] After clicking "Re-recognize", the model will overwrite ALL recognition results in the picture.
+Therefore, if the recognition result has been manually changed before, it may change after re-recognition.
+
+[4] The files produced by PPOCRLabel can be found under the opened picture folder including the following, please do not manually change the contents, otherwise it will cause the program to be abnormal.
+
+| File name | Description |
+| :-----------: | :----------------------------------------------------------: |
+| Label.txt | The detection label file can be directly used for PPOCR detection model training. After the user saves 10 label results, the file will be automatically saved. It will also be written when the user closes the application or changes the file folder. |
+| fileState.txt | The picture status file save the image in the current folder that has been manually confirmed by the user. |
+| Cache.cach | Cache files to save the results of model recognition. |
+| rec_gt.txt | The recognition label file, which can be directly used for PPOCR identification model training, is generated after the user clicks on the menu bar "File"-"Save recognition result". |
+| crop_img | The recognition data, generated at the same time with *rec_gt.txt* |
+
+## Explanation
+
+### Shortcut keys
+
+| Shortcut keys | Description |
+| ---------------- | ------------------------------------------------ |
+| Ctrl + shift + A | Automatically label all unchecked images |
+| Ctrl + shift + R | Re-recognize all the labels of the current image |
+| W | Create a rect box |
+| Q | Create a four-points box |
+| Ctrl + E | Edit label of the selected box |
+| Ctrl + R | Re-recognize the selected box |
+| Backspace | Delete the selected box |
+| Ctrl + V | Check image |
+| Ctrl + Shift + d | Delete image |
+| D | Next image |
+| A | Previous image |
+| Ctrl++ | Zoom in |
+| Ctrl-- | Zoom out |
+| ↑→↓← | Move selected box |
+
+### Built-in Model
+
+- Default model: PPOCRLabel uses the Chinese and English ultra-lightweight OCR model in PaddleOCR by default, supports Chinese, English and number recognition, and multiple language detection.
+
+- Model language switching: Changing the built-in model language is supportable by clicking "PaddleOCR"-"Choose OCR Model" in the menu bar. Currently supported languagesinclude French, German, Korean, and Japanese.
+ For specific model download links, please refer to [PaddleOCR Model List](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_en/models_list_en.md#multilingual-recognition-modelupdating)
+
+- Custom model: The model trained by users can be replaced by modifying PPOCRLabel.py in [PaddleOCR class instantiation](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/PPOCRLabel/PPOCRLabel.py#L110) referring [Custom Model Code](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_en/whl_en.md#use-custom-model)
+
+### Export partial recognition results
+
+For some data that are difficult to recognize, the recognition results will not be exported by **unchecking** the corresponding tags in the recognition results checkbox.
+
+*Note: The status of the checkboxes in the recognition results still needs to be saved manually by clicking Save Button.*
+
+### Error message
+
+- If paddleocr is installed with whl, it has a higher priority than calling PaddleOCR class with paddleocr.py, which may cause an exception if whl package is not updated.
+
+- For Linux users, if you get an error starting with **objc[XXXXX]** when opening the software, it proves that your opencv version is too high. It is recommended to install version 4.2:
+
+ ```
+ pip install opencv-python==4.2.0.32
+ ```
+- If you get an error starting with **Missing string id **,you need to recompile resources:
+ ```
+ pyrcc5 -o libs/resources.py resources.qrc
+ ```
+- If you get an error ``` module 'cv2' has no attribute 'INTER_NEAREST'```, you need to delete all opencv related packages first, and then reinstall the headless version of opencv
+ ```
+ pip install opencv-contrib-python-headless
+ ```
+
+### Related
+
+1.[Tzutalin. LabelImg. Git code (2015)](https://github.com/tzutalin/labelImg)
diff --git a/PPOCRLabel/README_ch.md b/PPOCRLabel/README_ch.md
new file mode 100644
index 0000000000..c4b4b07e3f
--- /dev/null
+++ b/PPOCRLabel/README_ch.md
@@ -0,0 +1,134 @@
+[English](README.md) | 简体中文
+
+# PPOCRLabel
+
+PPOCRLabel是一款适用于OCR领域的半自动化图形标注工具，使用python3和pyqt5编写，支持矩形框标注和四点标注模式，导出格式可直接用于PPOCR检测和识别模型的训练。
+
+
+
+#### 近期更新
+
+- 2020.12.18: 支持对单个标记框进行重新识别（by [ninetailskim](https://github.com/ninetailskim) ），完善快捷键。
+
+## 安装
+
+### 1. 安装PaddleOCR
+参考[PaddleOCR安装文档](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/installation.md)准备好PaddleOCR
+
+### 2. 安装PPOCRLabel
+#### Windows + Anaconda
+
+```
+pip install pyqt5
+cd ./PPOCRLabel # 将目录切换到PPOCRLabel文件夹下
+python PPOCRLabel.py --lang ch
+```
+
+#### Ubuntu Linux
+
+```
+pip3 install pyqt5
+pip3 install trash-cli
+cd ./PPOCRLabel # 将目录切换到PPOCRLabel文件夹下
+python3 PPOCRLabel.py --lang ch
+```
+
+#### macOS
+```
+pip3 install pyqt5
+pip3 uninstall opencv-python # 由于mac版本的opencv与pyqt有冲突，需先手动卸载opencv
+pip3 install opencv-contrib-python-headless # 安装headless版本的open-cv
+cd ./PPOCRLabel # 将目录切换到PPOCRLabel文件夹下
+python3 PPOCRLabel.py --lang ch
+```
+
+## 使用
+
+### 操作步骤
+
+1. 安装与运行：使用上述命令安装与运行程序。
+2. 打开文件夹：在菜单栏点击 “文件” - "打开目录" 选择待标记图片的文件夹[1].
+3. 自动标注：点击 ”自动标注“，使用PPOCR超轻量模型对图片文件名前图片状态[2]为 “X” 的图片进行自动标注。
+4. 手动标注：点击 “矩形标注”（推荐直接在英文模式下点击键盘中的 “W”)，用户可对当前图片中模型未检出的部分进行手动绘制标记框。点击键盘P，则使用四点标注模式（或点击“编辑” - “四点标注”），用户依次点击4个点后，双击左键表示标注完成。
+5. 标记框绘制完成后，用户点击 “确认”，检测框会先被预分配一个 “待识别” 标签。
+6. 重新识别：将图片中的所有检测画绘制/调整完成后，点击 “重新识别”，PPOCR模型会对当前图片中的**所有检测框**重新识别[3]。
+7. 内容更改：双击识别结果，对不准确的识别结果进行手动更改。
+8. 确认标记：点击 “确认”，图片状态切换为 “√”，跳转至下一张（此时不会直接将结果写入文件）。
+9. 删除：点击 “删除图像”，图片将会被删除至回收站。
+10. 保存结果：用户可以通过菜单中“文件-保存标记结果”手动保存，同时程序也会在用户每确认10张图片后自动保存一次。手动确认过的标记将会被存放在所打开图片文件夹下的*Label.txt*中。在菜单栏点击 “文件” - "保存识别结果"后，会将此类图片的识别训练数据保存在*crop_img*文件夹下，识别标签保存在*rec_gt.txt*中[4]。
+
+### 注意
+
+[1] PPOCRLabel以文件夹为基本标记单位，打开待标记的图片文件夹后，不会在窗口栏中显示图片，而是在点击 "选择文件夹" 之后直接将文件夹下的图片导入到程序中。
+
+[2] 图片状态表示本张图片用户是否手动保存过，未手动保存过即为 “X”，手动保存过为 “√”。点击 “自动标注”按钮后，PPOCRLabel不会对状态为 “√” 的图片重新标注。
+
+[3] 点击“重新识别”后，模型会对图片中的识别结果进行覆盖。因此如果在此之前手动更改过识别结果，有可能在重新识别后产生变动。
+
+[4] PPOCRLabel产生的文件放置于标记图片文件夹下，包括一下几种，请勿手动更改其中内容，否则会引起程序出现异常。
+
+| 文件名 | 说明 |
+| :-----------: | :----------------------------------------------------------: |
+| Label.txt | 检测标签，可直接用于PPOCR检测模型训练。用户每保存10张检测结果后，程序会进行自动写入。当用户关闭应用程序或切换文件路径后同样会进行写入。 |
+| fileState.txt | 图片状态标记文件，保存当前文件夹下已经被用户手动确认过的图片名称。 |
+| Cache.cach | 缓存文件，保存模型自动识别的结果。 |
+| rec_gt.txt | 识别标签。可直接用于PPOCR识别模型训练。需用户手动点击菜单栏“文件” - "保存识别结果"后产生。 |
+| crop_img | 识别数据。按照检测框切割后的图片。与rec_gt.txt同时产生。 |
+
+## 说明
+
+### 快捷键
+
+| 快捷键 | 说明 |
+| ---------------- | ---------------------------- |
+| Ctrl + shift + A | 自动标注所有未确认过的图片 |
+| Ctrl + shift + R | 对当前图片的所有标记重新识别 |
+| W | 新建矩形框 |
+| Q | 新建四点框 |
+| Ctrl + E | 编辑所选框标签 |
+| Ctrl + R | 重新识别所选标记 |
+| Backspace | 删除所选框 |
+| Ctrl + V | 确认本张图片标记 |
+| Ctrl + Shift + d | 删除本张图片 |
+| D | 下一张图片 |
+| A | 上一张图片 |
+| Ctrl++ | 缩小 |
+| Ctrl-- | 放大 |
+| ↑→↓← | 移动标记框 |
+
+### 内置模型
+
+ - 默认模型：PPOCRLabel默认使用PaddleOCR中的中英文超轻量OCR模型，支持中英文与数字识别，多种语言检测。
+
+ - 模型语言切换：用户可通过菜单栏中 "PaddleOCR" - "选择模型" 切换内置模型语言，目前支持的语言包括法文、德文、韩文、日文。具体模型下载链接可参考[PaddleOCR模型列表](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/models_list.md).
+
+ - 自定义模型：用户可根据[自定义模型代码使用](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/whl.md#%E8%87%AA%E5%AE%9A%E4%B9%89%E6%A8%A1%E5%9E%8B)，通过修改PPOCRLabel.py中针对[PaddleOCR类的实例化](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/PPOCRLabel/PPOCRLabel.py#L110)替换成自己训练的模型。
+
+### 导出部分识别结果
+
+针对部分难以识别的数据，通过在识别结果的复选框中**取消勾选**相应的标记，其识别结果不会被导出。
+
+*注意：识别结果中的复选框状态仍需用户手动点击保存后才能保留*
+
+### 错误提示
+- 如果同时使用whl包安装了paddleocr，其优先级大于通过paddleocr.py调用PaddleOCR类，whl包未更新时会导致程序异常。
+
+- PPOCRLabel**不支持对中文文件名**的图片进行自动标注。
+
+- 针对Linux用户：：如果您在打开软件过程中出现**objc[XXXXX]**开头的错误，证明您的opencv版本太高，建议安装4.2版本：
+ ```
+ pip install opencv-python==4.2.0.32
+ ```
+
+- 如果出现 ```Missing string id``` 开头的错误，需要重新编译资源：
+ ```
+ pyrcc5 -o libs/resources.py resources.qrc
+ ```
+
+- 如果出现``` module 'cv2' has no attribute 'INTER_NEAREST'```错误，需要首先删除所有opencv相关包，然后重新安装headless版本的opencv
+ ```
+ pip install opencv-contrib-python-headless
+ ```
+### 参考资料
+
+1.[Tzutalin. LabelImg. Git code (2015)](https://github.com/tzutalin/labelImg)
diff --git a/ppocr/modeling/heads/self_attention/__init__.py b/PPOCRLabel/__init__.py
similarity index 100%
rename from ppocr/modeling/heads/self_attention/__init__.py
rename to PPOCRLabel/__init__.py
diff --git a/PPOCRLabel/combobox.py b/PPOCRLabel/combobox.py
new file mode 100644
index 0000000000..8526b45392
--- /dev/null
+++ b/PPOCRLabel/combobox.py
@@ -0,0 +1,46 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+
+import sys
+try:
+ from PyQt5.QtWidgets import QWidget, QHBoxLayout, QComboBox
+except ImportError:
+ # needed for py3+qt4
+ # Ref:
+ # http://pyqt.sourceforge.net/Docs/PyQt4/incompatible_apis.html
+ # http://stackoverflow.com/questions/21217399/pyqt4-qtcore-qvariant-object-instead-of-a-string
+ if sys.version_info.major >= 3:
+ import sip
+ sip.setapi('QVariant', 2)
+ from PyQt4.QtGui import QWidget, QHBoxLayout, QComboBox
+
+
+class ComboBox(QWidget):
+ def __init__(self, parent=None, items=[]):
+ super(ComboBox, self).__init__(parent)
+
+ layout = QHBoxLayout()
+ self.cb = QComboBox()
+ self.items = items
+ self.cb.addItems(self.items)
+
+ self.cb.currentIndexChanged.connect(parent.comboSelectionChanged)
+
+ layout.addWidget(self.cb)
+ self.setLayout(layout)
+
+ def update_items(self, items):
+ self.items = items
+
+ self.cb.clear()
+ self.cb.addItems(self.items)
diff --git a/PPOCRLabel/data/gif/steps.gif b/PPOCRLabel/data/gif/steps.gif
new file mode 100644
index 0000000000..6ea998500b
Binary files /dev/null and b/PPOCRLabel/data/gif/steps.gif differ
diff --git a/PPOCRLabel/data/gif/steps_en.gif b/PPOCRLabel/data/gif/steps_en.gif
new file mode 100644
index 0000000000..e59339350a
Binary files /dev/null and b/PPOCRLabel/data/gif/steps_en.gif differ
diff --git a/PPOCRLabel/data/paddle.png b/PPOCRLabel/data/paddle.png
new file mode 100644
index 0000000000..b1099c73b5
Binary files /dev/null and b/PPOCRLabel/data/paddle.png differ
diff --git a/PPOCRLabel/data/predefined_classes.txt b/PPOCRLabel/data/predefined_classes.txt
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/PPOCRLabel/libs/__init__.py b/PPOCRLabel/libs/__init__.py
new file mode 100644
index 0000000000..0df0cc8460
--- /dev/null
+++ b/PPOCRLabel/libs/__init__.py
@@ -0,0 +1,2 @@
+__version_info__ = ('1', '0', '0')
+__version__ = '.'.join(__version_info__)
diff --git a/PPOCRLabel/libs/autoDialog.py b/PPOCRLabel/libs/autoDialog.py
new file mode 100644
index 0000000000..09fbeb56b3
--- /dev/null
+++ b/PPOCRLabel/libs/autoDialog.py
@@ -0,0 +1,155 @@
+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
+
+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':
+ self.result_dic = self.ocr.ocr(Imgpath, cls=True, det=True)
+
+ # 结果保存
+ if self.result_dic is None or len(self.result_dic) == 0:
+ print('Can not recognise file is : ', 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()
diff --git a/PPOCRLabel/libs/canvas.py b/PPOCRLabel/libs/canvas.py
new file mode 100644
index 0000000000..bb166baca6
--- /dev/null
+++ b/PPOCRLabel/libs/canvas.py
@@ -0,0 +1,798 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+
+try:
+ from PyQt5.QtGui import *
+ from PyQt5.QtCore import *
+ from PyQt5.QtWidgets import *
+except ImportError:
+ from PyQt4.QtGui import *
+ from PyQt4.QtCore import *
+
+#from PyQt4.QtOpenGL import *
+
+from libs.shape import Shape
+from libs.utils import distance
+
+CURSOR_DEFAULT = Qt.ArrowCursor
+CURSOR_POINT = Qt.PointingHandCursor
+CURSOR_DRAW = Qt.CrossCursor
+CURSOR_MOVE = Qt.ClosedHandCursor
+CURSOR_GRAB = Qt.OpenHandCursor
+
+# class Canvas(QGLWidget):
+
+
+class Canvas(QWidget):
+ zoomRequest = pyqtSignal(int)
+ scrollRequest = pyqtSignal(int, int)
+ newShape = pyqtSignal()
+ selectionChanged = pyqtSignal(bool)
+ shapeMoved = pyqtSignal()
+ drawingPolygon = pyqtSignal(bool)
+
+ CREATE, EDIT = list(range(2))
+ _fill_drawing = False # draw shadows
+
+ epsilon = 11.0
+
+ def __init__(self, *args, **kwargs):
+ super(Canvas, self).__init__(*args, **kwargs)
+ # Initialise local state.
+ self.mode = self.EDIT
+ self.shapes = []
+ self.current = None
+ self.selectedShape = None # save the selected shape here
+ self.selectedShapeCopy = None
+ self.drawingLineColor = QColor(0, 0, 255)
+ self.drawingRectColor = QColor(0, 0, 255)
+ self.line = Shape(line_color=self.drawingLineColor)
+ self.prevPoint = QPointF()
+ self.offsets = QPointF(), QPointF()
+ self.scale = 1.0
+ self.pixmap = QPixmap()
+ self.visible = {}
+ self._hideBackround = False
+ self.hideBackround = False
+ self.hShape = None
+ self.hVertex = None
+ self._painter = QPainter()
+ self._cursor = CURSOR_DEFAULT
+ # Menus:
+ self.menus = (QMenu(), QMenu())
+ # Set widget options.
+ self.setMouseTracking(True)
+ self.setFocusPolicy(Qt.WheelFocus)
+ self.verified = False
+ self.drawSquare = False
+ self.fourpoint = True # ADD
+ self.pointnum = 0
+
+ #initialisation for panning
+ self.pan_initial_pos = QPoint()
+
+ def setDrawingColor(self, qColor):
+ self.drawingLineColor = qColor
+ self.drawingRectColor = qColor
+
+ def enterEvent(self, ev):
+ self.overrideCursor(self._cursor)
+
+ def leaveEvent(self, ev):
+ self.restoreCursor()
+
+ def focusOutEvent(self, ev):
+ self.restoreCursor()
+
+ def isVisible(self, shape):
+ return self.visible.get(shape, True)
+
+ def drawing(self):
+ return self.mode == self.CREATE
+
+ def editing(self):
+ return self.mode == self.EDIT
+
+ def setEditing(self, value=True):
+ self.mode = self.EDIT if value else self.CREATE
+ if not value: # Create
+ self.unHighlight()
+ self.deSelectShape()
+ self.prevPoint = QPointF()
+ self.repaint()
+
+ def unHighlight(self):
+ if self.hShape:
+ self.hShape.highlightClear()
+ self.hVertex = self.hShape = None
+
+ def selectedVertex(self):
+ return self.hVertex is not None
+
+
+ def mouseMoveEvent(self, ev):
+ """Update line with last point and current coordinates."""
+ pos = self.transformPos(ev.pos())
+
+ # Update coordinates in status bar if image is opened
+ window = self.parent().window()
+ if window.filePath is not None:
+ self.parent().window().labelCoordinates.setText(
+ 'X: %d; Y: %d' % (pos.x(), pos.y()))
+
+ # Polygon drawing.
+ if self.drawing():
+ self.overrideCursor(CURSOR_DRAW) # ?
+ if self.current:
+ # Display annotation width and height while drawing
+ currentWidth = abs(self.current[0].x() - pos.x())
+ currentHeight = abs(self.current[0].y() - pos.y())
+ self.parent().window().labelCoordinates.setText(
+ 'Width: %d, Height: %d / X: %d; Y: %d' % (currentWidth, currentHeight, pos.x(), pos.y()))
+
+ color = self.drawingLineColor
+ if self.outOfPixmap(pos):
+ # Don't allow the user to draw outside the pixmap.
+ # Clip the coordinates to 0 or max,
+ # if they are outside the range [0, max]
+ size = self.pixmap.size()
+ clipped_x = min(max(0, pos.x()), size.width())
+ clipped_y = min(max(0, pos.y()), size.height())
+ pos = QPointF(clipped_x, clipped_y)
+ elif len(self.current) > 1 and self.closeEnough(pos, self.current[0]) and not self.fourpoint:
+ # Attract line to starting point and colorise to alert the
+ # user:
+ pos = self.current[0]
+ color = self.current.line_color
+ self.overrideCursor(CURSOR_POINT)
+ self.current.highlightVertex(0, Shape.NEAR_VERTEX)
+ elif ( # ADD
+ len(self.current) > 1
+ and self.fourpoint
+ and self.closeEnough(pos, self.current[0])
+ ):
+ # Attract line to starting point and
+ # colorise to alert the user.
+ pos = self.current[0]
+ self.overrideCursor(CURSOR_POINT)
+ self.current.highlightVertex(0, Shape.NEAR_VERTEX)
+
+
+ if self.drawSquare:
+ initPos = self.current[0]
+ minX = initPos.x()
+ minY = initPos.y()
+ min_size = min(abs(pos.x() - minX), abs(pos.y() - minY))
+ directionX = -1 if pos.x() - minX < 0 else 1
+ directionY = -1 if pos.y() - minY < 0 else 1
+ self.line[1] = QPointF(minX + directionX * min_size, minY + directionY * min_size)
+
+ elif self.fourpoint:
+ # self.line[self.pointnum] = pos # OLD
+
+ self.line[0] = self.current[-1]
+ self.line[1] = pos
+
+ else:
+ self.line[1] = pos # pos is the mouse's current position
+
+ self.line.line_color = color
+ self.prevPoint = QPointF() # ？
+ self.current.highlightClear()
+ else:
+ self.prevPoint = pos
+ self.repaint()
+ return
+
+ # Polygon copy moving.
+ if Qt.RightButton & ev.buttons():
+ if self.selectedShapeCopy and self.prevPoint:
+ self.overrideCursor(CURSOR_MOVE)
+ self.boundedMoveShape(self.selectedShapeCopy, pos)
+ self.repaint()
+ elif self.selectedShape:
+ self.selectedShapeCopy = self.selectedShape.copy()
+ self.repaint()
+ return
+
+ # Polygon/Vertex moving.
+ if Qt.LeftButton & ev.buttons():
+ if self.selectedVertex():
+ self.boundedMoveVertex(pos)
+ self.shapeMoved.emit()
+ self.repaint()
+ elif self.selectedShape and self.prevPoint:
+ self.overrideCursor(CURSOR_MOVE)
+ self.boundedMoveShape(self.selectedShape, pos)
+ self.shapeMoved.emit()
+ self.repaint()
+ else:
+ #pan
+ delta_x = pos.x() - self.pan_initial_pos.x()
+ delta_y = pos.y() - self.pan_initial_pos.y()
+ self.scrollRequest.emit(delta_x, Qt.Horizontal)
+ self.scrollRequest.emit(delta_y, Qt.Vertical)
+ self.update()
+ return
+
+ # Just hovering over the canvas, 2 posibilities:
+ # - Highlight shapes
+ # - Highlight vertex
+ # Update shape/vertex fill and tooltip value accordingly.
+ self.setToolTip("Image")
+ for shape in reversed([s for s in self.shapes if self.isVisible(s)]):
+ # Look for a nearby vertex to highlight. If that fails,
+ # check if we happen to be inside a shape.
+ index = shape.nearestVertex(pos, self.epsilon)
+ if index is not None:
+ if self.selectedVertex():
+ self.hShape.highlightClear()
+ self.hVertex, self.hShape = index, shape
+ shape.highlightVertex(index, shape.MOVE_VERTEX)
+ self.overrideCursor(CURSOR_POINT)
+ self.setToolTip("Click & drag to move point")
+ self.setStatusTip(self.toolTip())
+ self.update()
+ break
+ elif shape.containsPoint(pos):
+ if self.selectedVertex():
+ self.hShape.highlightClear()
+ self.hVertex, self.hShape = None, shape
+ self.setToolTip(
+ "Click & drag to move shape '%s'" % shape.label)
+ self.setStatusTip(self.toolTip())
+ self.overrideCursor(CURSOR_GRAB)
+ self.update()
+ break
+ else: # Nothing found, clear highlights, reset state.
+ if self.hShape:
+ self.hShape.highlightClear()
+ self.update()
+ self.hVertex, self.hShape = None, None
+ self.overrideCursor(CURSOR_DEFAULT)
+
+ def mousePressEvent(self, ev):
+ pos = self.transformPos(ev.pos())
+
+ if ev.button() == Qt.LeftButton:
+ if self.drawing():
+ # self.handleDrawing(pos) # OLD
+
+
+ if self.current and self.fourpoint: # ADD IF
+ # Add point to existing shape.
+ print('Adding points in mousePressEvent is ', self.line[1])
+ self.current.addPoint(self.line[1])
+ self.line[0] = self.current[-1]
+ if self.current.isClosed():
+ # print('1111')
+ self.finalise()
+ elif not self.outOfPixmap(pos):
+ # Create new shape.
+ self.current = Shape()# self.current = Shape(shape_type=self.createMode)
+ self.current.addPoint(pos)
+ # if self.createMode == "point":
+ # self.finalise()
+ # else:
+ # if self.createMode == "circle":
+ # self.current.shape_type = "circle"
+ self.line.points = [pos, pos]
+ self.setHiding()
+ self.drawingPolygon.emit(True)
+ self.update()
+
+
+ else:
+ selection = self.selectShapePoint(pos)
+ self.prevPoint = pos
+
+ if selection is None:
+ #pan
+ QApplication.setOverrideCursor(QCursor(Qt.OpenHandCursor))
+ self.pan_initial_pos = pos
+
+ elif ev.button() == Qt.RightButton and self.editing():
+ self.selectShapePoint(pos)
+ self.prevPoint = pos
+ self.update()
+
+ def mouseReleaseEvent(self, ev):
+ if ev.button() == Qt.RightButton:
+ menu = self.menus[bool(self.selectedShapeCopy)]
+ self.restoreCursor()
+ if not menu.exec_(self.mapToGlobal(ev.pos()))\
+ and self.selectedShapeCopy:
+ # Cancel the move by deleting the shadow copy.
+ self.selectedShapeCopy = None
+ self.repaint()
+ elif ev.button() == Qt.LeftButton and self.selectedShape: # OLD
+ if self.selectedVertex():
+ self.overrideCursor(CURSOR_POINT)
+ else:
+ self.overrideCursor(CURSOR_GRAB)
+
+
+ elif ev.button() == Qt.LeftButton and not self.fourpoint:
+ pos = self.transformPos(ev.pos())
+ if self.drawing():
+ self.handleDrawing(pos)
+ else:
+ #pan
+ QApplication.restoreOverrideCursor() # ?
+
+
+ def endMove(self, copy=False):
+ assert self.selectedShape and self.selectedShapeCopy
+ shape = self.selectedShapeCopy
+ #del shape.fill_color
+ #del shape.line_color
+ if copy:
+ self.shapes.append(shape)
+ self.selectedShape.selected = False
+ self.selectedShape = shape
+ self.repaint()
+ else:
+ self.selectedShape.points = [p for p in shape.points]
+ self.selectedShapeCopy = None
+
+ def hideBackroundShapes(self, value):
+ self.hideBackround = value
+ if self.selectedShape:
+ # Only hide other shapes if there is a current selection.
+ # Otherwise the user will not be able to select a shape.
+ self.setHiding(True)
+ self.repaint()
+
+ def handleDrawing(self, pos):
+ if self.current and self.current.reachMaxPoints() is False:
+ if self.fourpoint:
+ targetPos = self.line[self.pointnum]
+ self.current.addPoint(targetPos)
+ print('current points in handleDrawing is ', self.line[self.pointnum])
+ self.update()
+ if self.pointnum == 3:
+ self.finalise()
+
+ else: # 按住送掉后跳到这里
+ initPos = self.current[0]
+ print('initPos', self.current[0])
+ minX = initPos.x()
+ minY = initPos.y()
+ targetPos = self.line[1]
+ maxX = targetPos.x()
+ maxY = targetPos.y()
+ self.current.addPoint(QPointF(maxX, minY))
+ self.current.addPoint(targetPos)
+ self.current.addPoint(QPointF(minX, maxY))
+ self.finalise()
+
+ elif not self.outOfPixmap(pos):
+ print('release')
+ self.current = Shape()
+ self.current.addPoint(pos)
+ self.line.points = [pos, pos]
+ self.setHiding()
+ self.drawingPolygon.emit(True)
+ self.update()
+
+ def setHiding(self, enable=True):
+ self._hideBackround = self.hideBackround if enable else False
+
+ def canCloseShape(self):
+ return self.drawing() and self.current and len(self.current) > 2
+
+ def mouseDoubleClickEvent(self, ev):
+ # We need at least 4 points here, since the mousePress handler
+ # adds an extra one before this handler is called.
+ if self.canCloseShape() and len(self.current) > 3:
+ if not self.fourpoint:
+ self.current.popPoint()
+ self.finalise()
+
+ def selectShape(self, shape):
+ self.deSelectShape()
+ shape.selected = True
+ self.selectedShape = shape
+ self.setHiding()
+ self.selectionChanged.emit(True)
+ self.update()
+
+ def selectShapePoint(self, point):
+ """Select the first shape created which contains this point."""
+ self.deSelectShape()
+ if self.selectedVertex(): # A vertex is marked for selection.
+ index, shape = self.hVertex, self.hShape
+ shape.highlightVertex(index, shape.MOVE_VERTEX)
+ self.selectShape(shape)
+ return self.hVertex
+ for shape in reversed(self.shapes):
+ if self.isVisible(shape) and shape.containsPoint(point):
+ self.selectShape(shape)
+ self.calculateOffsets(shape, point)
+ return self.selectedShape
+ return None
+
+ def calculateOffsets(self, shape, point):
+ rect = shape.boundingRect()
+ x1 = rect.x() - point.x()
+ y1 = rect.y() - point.y()
+ x2 = (rect.x() + rect.width()) - point.x()
+ y2 = (rect.y() + rect.height()) - point.y()
+ self.offsets = QPointF(x1, y1), QPointF(x2, y2)
+
+ def snapPointToCanvas(self, x, y):
+ """
+ Moves a point x,y to within the boundaries of the canvas.
+ :return: (x,y,snapped) where snapped is True if x or y were changed, False if not.
+ """
+ if x < 0 or x > self.pixmap.width() or y < 0 or y > self.pixmap.height():
+ x = max(x, 0)
+ y = max(y, 0)
+ x = min(x, self.pixmap.width())
+ y = min(y, self.pixmap.height())
+ return x, y, True
+
+ return x, y, False
+
+ def boundedMoveVertex(self, pos):
+ index, shape = self.hVertex, self.hShape
+ point = shape[index]
+ if self.outOfPixmap(pos):
+ size = self.pixmap.size()
+ clipped_x = min(max(0, pos.x()), size.width())
+ clipped_y = min(max(0, pos.y()), size.height())
+ pos = QPointF(clipped_x, clipped_y)
+
+ if self.drawSquare:
+ opposite_point_index = (index + 2) % 4
+ opposite_point = shape[opposite_point_index]
+
+ min_size = min(abs(pos.x() - opposite_point.x()), abs(pos.y() - opposite_point.y()))
+ directionX = -1 if pos.x() - opposite_point.x() < 0 else 1
+ directionY = -1 if pos.y() - opposite_point.y() < 0 else 1
+ shiftPos = QPointF(opposite_point.x() + directionX * min_size - point.x(),
+ opposite_point.y() + directionY * min_size - point.y())
+ else:
+ shiftPos = pos - point
+
+ shape.moveVertexBy(index, shiftPos)
+
+ lindex = (index + 1) % 4
+ rindex = (index + 3) % 4
+ lshift = None
+ rshift = None
+ if index % 2 == 0:
+ rshift = QPointF(shiftPos.x(), 0)
+ lshift = QPointF(0, shiftPos.y())
+ else:
+ lshift = QPointF(shiftPos.x(), 0)
+ rshift = QPointF(0, shiftPos.y())
+ shape.moveVertexBy(rindex, rshift)
+ shape.moveVertexBy(lindex, lshift)
+
+ def boundedMoveShape(self, shape, pos):
+ if self.outOfPixmap(pos):
+ return False # No need to move
+ o1 = pos + self.offsets[0]
+ if self.outOfPixmap(o1):
+ pos -= QPointF(min(0, o1.x()), min(0, o1.y()))
+ o2 = pos + self.offsets[1]
+ if self.outOfPixmap(o2):
+ pos += QPointF(min(0, self.pixmap.width() - o2.x()),
+ min(0, self.pixmap.height() - o2.y()))
+ # The next line tracks the new position of the cursor
+ # relative to the shape, but also results in making it
+ # a bit "shaky" when nearing the border and allows it to
+ # go outside of the shape's area for some reason. XXX
+ #self.calculateOffsets(self.selectedShape, pos)
+ dp = pos - self.prevPoint
+ if dp:
+ shape.moveBy(dp)
+ self.prevPoint = pos
+ return True
+ return False
+
+ def deSelectShape(self):
+ if self.selectedShape:
+ self.selectedShape.selected = False
+ self.selectedShape = None
+ self.setHiding(False)
+ self.selectionChanged.emit(False)
+ self.update()
+
+ def deleteSelected(self):
+ if self.selectedShape:
+ shape = self.selectedShape
+ self.shapes.remove(self.selectedShape)
+ self.selectedShape = None
+ self.update()
+ return shape
+
+ def copySelectedShape(self):
+ if self.selectedShape:
+ shape = self.selectedShape.copy()
+ self.deSelectShape()
+ self.shapes.append(shape)
+ shape.selected = True
+ self.selectedShape = shape
+ self.boundedShiftShape(shape)
+ return shape
+
+ def boundedShiftShape(self, shape):
+ # Try to move in one direction, and if it fails in another.
+ # Give up if both fail.
+ point = shape[0]
+ offset = QPointF(2.0, 2.0)
+ self.calculateOffsets(shape, point)
+ self.prevPoint = point
+ if not self.boundedMoveShape(shape, point - offset):
+ self.boundedMoveShape(shape, point + offset)
+
+ def paintEvent(self, event):
+ if not self.pixmap:
+ return super(Canvas, self).paintEvent(event)
+
+ p = self._painter
+ p.begin(self)
+ p.setRenderHint(QPainter.Antialiasing)
+ p.setRenderHint(QPainter.HighQualityAntialiasing)
+ p.setRenderHint(QPainter.SmoothPixmapTransform)
+
+ p.scale(self.scale, self.scale)
+ p.translate(self.offsetToCenter())
+
+ p.drawPixmap(0, 0, self.pixmap)
+ Shape.scale = self.scale
+ for shape in self.shapes:
+ if (shape.selected or not self._hideBackround) and self.isVisible(shape):
+ shape.fill = shape.selected or shape == self.hShape
+ shape.paint(p)
+ if self.current:
+ self.current.paint(p)
+ self.line.paint(p)
+ if self.selectedShapeCopy:
+ self.selectedShapeCopy.paint(p)
+
+ # Paint rect
+ if self.current is not None and len(self.line) == 2 and not self.fourpoint:
+ # print('Drawing rect')
+ leftTop = self.line[0]
+ rightBottom = self.line[1]
+ rectWidth = rightBottom.x() - leftTop.x()
+ rectHeight = rightBottom.y() - leftTop.y()
+ p.setPen(self.drawingRectColor)
+ brush = QBrush(Qt.BDiagPattern)
+ p.setBrush(brush)
+ p.drawRect(leftTop.x(), leftTop.y(), rectWidth, rectHeight)
+
+
+ # ADD：
+ if (
+ self.fillDrawing()
+ and self.fourpoint
+ and self.current is not None
+ and len(self.current.points) >= 2
+ ):
+ print('paint event')
+ drawing_shape = self.current.copy()
+ drawing_shape.addPoint(self.line[1])
+ drawing_shape.fill = True
+ drawing_shape.paint(p)
+
+ if self.drawing() and not self.prevPoint.isNull() and not self.outOfPixmap(self.prevPoint):
+ p.setPen(QColor(0, 0, 0))
+ p.drawLine(self.prevPoint.x(), 0, self.prevPoint.x(), self.pixmap.height())
+ p.drawLine(0, self.prevPoint.y(), self.pixmap.width(), self.prevPoint.y())
+
+ self.setAutoFillBackground(True)
+ if self.verified:
+ pal = self.palette()
+ pal.setColor(self.backgroundRole(), QColor(184, 239, 38, 128))
+ self.setPalette(pal)
+ else:
+ pal = self.palette()
+ pal.setColor(self.backgroundRole(), QColor(232, 232, 232, 255))
+ self.setPalette(pal)
+
+ p.end()
+
+ def fillDrawing(self):
+ return self._fill_drawing
+
+ def transformPos(self, point):
+ """Convert from widget-logical coordinates to painter-logical coordinates."""
+ return point / self.scale - self.offsetToCenter()
+
+ def offsetToCenter(self):
+ s = self.scale
+ area = super(Canvas, self).size()
+ w, h = self.pixmap.width() * s, self.pixmap.height() * s
+ aw, ah = area.width(), area.height()
+ x = (aw - w) / (2 * s) if aw > w else 0
+ y = (ah - h) / (2 * s) if ah > h else 0
+ return QPointF(x, y)
+
+ def outOfPixmap(self, p):
+ w, h = self.pixmap.width(), self.pixmap.height()
+ return not (0 <= p.x() <= w and 0 <= p.y() <= h)
+
+ def finalise(self):
+ assert self.current
+ if self.current.points[0] == self.current.points[-1]:
+ # print('finalse')
+ self.current = None
+ self.drawingPolygon.emit(False)
+ self.update()
+ return
+
+ self.current.close()
+ self.shapes.append(self.current)
+ self.current = None
+ self.setHiding(False)
+ self.newShape.emit()
+ self.update()
+
+ def closeEnough(self, p1, p2):
+ #d = distance(p1 - p2)
+ #m = (p1-p2).manhattanLength()
+ # print "d %.2f, m %d, %.2f" % (d, m, d - m)
+ return distance(p1 - p2) < self.epsilon
+
+ # These two, along with a call to adjustSize are required for the
+ # scroll area.
+ def sizeHint(self):
+ return self.minimumSizeHint()
+
+ def minimumSizeHint(self):
+ if self.pixmap:
+ return self.scale * self.pixmap.size()
+ return super(Canvas, self).minimumSizeHint()
+
+ def wheelEvent(self, ev):
+ qt_version = 4 if hasattr(ev, "delta") else 5
+ if qt_version == 4:
+ if ev.orientation() == Qt.Vertical:
+ v_delta = ev.delta()
+ h_delta = 0
+ else:
+ h_delta = ev.delta()
+ v_delta = 0
+ else:
+ delta = ev.angleDelta()
+ h_delta = delta.x()
+ v_delta = delta.y()
+
+ mods = ev.modifiers()
+ if Qt.ControlModifier == int(mods) and v_delta:
+ self.zoomRequest.emit(v_delta)
+ else:
+ v_delta and self.scrollRequest.emit(v_delta, Qt.Vertical)
+ h_delta and self.scrollRequest.emit(h_delta, Qt.Horizontal)
+ ev.accept()
+
+ def keyPressEvent(self, ev):
+ key = ev.key()
+ if key == Qt.Key_Escape and self.current:
+ print('ESC press')
+ self.current = None
+ self.drawingPolygon.emit(False)
+ self.update()
+ elif key == Qt.Key_Return and self.canCloseShape():
+ self.finalise()
+ elif key == Qt.Key_Left and self.selectedShape:
+ self.moveOnePixel('Left')
+ elif key == Qt.Key_Right and self.selectedShape:
+ self.moveOnePixel('Right')
+ elif key == Qt.Key_Up and self.selectedShape:
+ self.moveOnePixel('Up')
+ elif key == Qt.Key_Down and self.selectedShape:
+ self.moveOnePixel('Down')
+
+ def moveOnePixel(self, direction):
+ # print(self.selectedShape.points)
+ if direction == 'Left' and not self.moveOutOfBound(QPointF(-1.0, 0)):
+ # print("move Left one pixel")
+ self.selectedShape.points[0] += QPointF(-1.0, 0)
+ self.selectedShape.points[1] += QPointF(-1.0, 0)
+ self.selectedShape.points[2] += QPointF(-1.0, 0)
+ self.selectedShape.points[3] += QPointF(-1.0, 0)
+ elif direction == 'Right' and not self.moveOutOfBound(QPointF(1.0, 0)):
+ # print("move Right one pixel")
+ self.selectedShape.points[0] += QPointF(1.0, 0)
+ self.selectedShape.points[1] += QPointF(1.0, 0)
+ self.selectedShape.points[2] += QPointF(1.0, 0)
+ self.selectedShape.points[3] += QPointF(1.0, 0)
+ elif direction == 'Up' and not self.moveOutOfBound(QPointF(0, -1.0)):
+ # print("move Up one pixel")
+ self.selectedShape.points[0] += QPointF(0, -1.0)
+ self.selectedShape.points[1] += QPointF(0, -1.0)
+ self.selectedShape.points[2] += QPointF(0, -1.0)
+ self.selectedShape.points[3] += QPointF(0, -1.0)
+ elif direction == 'Down' and not self.moveOutOfBound(QPointF(0, 1.0)):
+ # print("move Down one pixel")
+ self.selectedShape.points[0] += QPointF(0, 1.0)
+ self.selectedShape.points[1] += QPointF(0, 1.0)
+ self.selectedShape.points[2] += QPointF(0, 1.0)
+ self.selectedShape.points[3] += QPointF(0, 1.0)
+ self.shapeMoved.emit()
+ self.repaint()
+
+ def moveOutOfBound(self, step):
+ points = [p1+p2 for p1, p2 in zip(self.selectedShape.points, [step]*4)]
+ return True in map(self.outOfPixmap, points)
+
+ def setLastLabel(self, text, line_color = None, fill_color = None):
+ assert text
+ self.shapes[-1].label = text
+ if line_color:
+ self.shapes[-1].line_color = line_color
+
+ if fill_color:
+ self.shapes[-1].fill_color = fill_color
+
+ return self.shapes[-1]
+
+ def undoLastLine(self):
+ assert self.shapes
+ self.current = self.shapes.pop()
+ self.current.setOpen()
+ self.line.points = [self.current[-1], self.current[0]]
+ self.drawingPolygon.emit(True)
+
+ def resetAllLines(self):
+ assert self.shapes
+ self.current = self.shapes.pop()
+ self.current.setOpen()
+ self.line.points = [self.current[-1], self.current[0]]
+ self.drawingPolygon.emit(True)
+ self.current = None
+ self.drawingPolygon.emit(False)
+ self.update()
+
+ def loadPixmap(self, pixmap):
+ self.pixmap = pixmap
+ self.shapes = []
+ self.repaint() # 这函数在哪
+
+ def loadShapes(self, shapes):
+ self.shapes = list(shapes)
+ self.current = None
+ self.repaint()
+
+ def setShapeVisible(self, shape, value):
+ self.visible[shape] = value
+ self.repaint()
+
+ def currentCursor(self):
+ cursor = QApplication.overrideCursor()
+ if cursor is not None:
+ cursor = cursor.shape()
+ return cursor
+
+ def overrideCursor(self, cursor):
+ self._cursor = cursor
+ if self.currentCursor() is None:
+ QApplication.setOverrideCursor(cursor)
+ else:
+ QApplication.changeOverrideCursor(cursor)
+
+ def restoreCursor(self):
+ QApplication.restoreOverrideCursor()
+
+ def resetState(self):
+ self.restoreCursor()
+ self.pixmap = None
+ self.update()
+
+ def setDrawingShapeToSquare(self, status):
+ self.drawSquare = status
diff --git a/PPOCRLabel/libs/colorDialog.py b/PPOCRLabel/libs/colorDialog.py
new file mode 100644
index 0000000000..c70ff76549
--- /dev/null
+++ b/PPOCRLabel/libs/colorDialog.py
@@ -0,0 +1,49 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+try:
+ from PyQt5.QtGui import *
+ from PyQt5.QtCore import *
+ from PyQt5.QtWidgets import QColorDialog, QDialogButtonBox
+except ImportError:
+ from PyQt4.QtGui import *
+ from PyQt4.QtCore import *
+
+BB = QDialogButtonBox
+
+
+class ColorDialog(QColorDialog):
+
+ def __init__(self, parent=None):
+ super(ColorDialog, self).__init__(parent)
+ self.setOption(QColorDialog.ShowAlphaChannel)
+ # The Mac native dialog does not support our restore button.
+ self.setOption(QColorDialog.DontUseNativeDialog)
+ # Add a restore defaults button.
+ # The default is set at invocation time, so that it
+ # works across dialogs for different elements.
+ self.default = None
+ self.bb = self.layout().itemAt(1).widget()
+ self.bb.addButton(BB.RestoreDefaults)
+ self.bb.clicked.connect(self.checkRestore)
+
+ def getColor(self, value=None, title=None, default=None):
+ self.default = default
+ if title:
+ self.setWindowTitle(title)
+ if value:
+ self.setCurrentColor(value)
+ return self.currentColor() if self.exec_() else None
+
+ def checkRestore(self, button):
+ if self.bb.buttonRole(button) & BB.ResetRole and self.default:
+ self.setCurrentColor(self.default)
diff --git a/PPOCRLabel/libs/constants.py b/PPOCRLabel/libs/constants.py
new file mode 100644
index 0000000000..58c8222ec5
--- /dev/null
+++ b/PPOCRLabel/libs/constants.py
@@ -0,0 +1,31 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+SETTING_FILENAME = 'filename'
+SETTING_RECENT_FILES = 'recentFiles'
+SETTING_WIN_SIZE = 'window/size'
+SETTING_WIN_POSE = 'window/position'
+SETTING_WIN_GEOMETRY = 'window/geometry'
+SETTING_LINE_COLOR = 'line/color'
+SETTING_FILL_COLOR = 'fill/color'
+SETTING_ADVANCE_MODE = 'advanced'
+SETTING_WIN_STATE = 'window/state'
+SETTING_SAVE_DIR = 'savedir'
+SETTING_PAINT_LABEL = 'paintlabel'
+SETTING_LAST_OPEN_DIR = 'lastOpenDir'
+SETTING_AUTO_SAVE = 'autosave'
+SETTING_SINGLE_CLASS = 'singleclass'
+FORMAT_PASCALVOC='PascalVOC'
+FORMAT_YOLO='YOLO'
+SETTING_DRAW_SQUARE = 'draw/square'
+SETTING_LABEL_FILE_FORMAT= 'labelFileFormat'
+DEFAULT_ENCODING = 'utf-8'
diff --git a/PPOCRLabel/libs/create_ml_io.py b/PPOCRLabel/libs/create_ml_io.py
new file mode 100644
index 0000000000..a2123b265b
--- /dev/null
+++ b/PPOCRLabel/libs/create_ml_io.py
@@ -0,0 +1,143 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+#!/usr/bin/env python
+# -*- coding: utf8 -*-
+import json
+from pathlib import Path
+
+from libs.constants import DEFAULT_ENCODING
+import os
+
+JSON_EXT = '.json'
+ENCODE_METHOD = DEFAULT_ENCODING
+
+
+class CreateMLWriter:
+ def __init__(self, foldername, filename, imgsize, shapes, outputfile, databasesrc='Unknown', localimgpath=None):
+ self.foldername = foldername
+ self.filename = filename
+ self.databasesrc = databasesrc
+ self.imgsize = imgsize
+ self.boxlist = []
+ self.localimgpath = localimgpath
+ self.verified = False
+ self.shapes = shapes
+ self.outputfile = outputfile
+
+ def write(self):
+ if os.path.isfile(self.outputfile):
+ with open(self.outputfile, "r") as file:
+ input_data = file.read()
+ outputdict = json.loads(input_data)
+ else:
+ outputdict = []
+
+ outputimagedict = {
+ "image": self.filename,
+ "annotations": []
+ }
+
+ for shape in self.shapes:
+ points = shape["points"]
+
+ x1 = points[0][0]
+ y1 = points[0][1]
+ x2 = points[1][0]
+ y2 = points[2][1]
+
+ height, width, x, y = self.calculate_coordinates(x1, x2, y1, y2)
+
+ shapedict = {
+ "label": shape["label"],
+ "coordinates": {
+ "x": x,
+ "y": y,
+ "width": width,
+ "height": height
+ }
+ }
+ outputimagedict["annotations"].append(shapedict)
+
+ # check if image already in output
+ exists = False
+ for i in range(0, len(outputdict)):
+ if outputdict[i]["image"] == outputimagedict["image"]:
+ exists = True
+ outputdict[i] = outputimagedict
+ break
+
+ if not exists:
+ outputdict.append(outputimagedict)
+
+ Path(self.outputfile).write_text(json.dumps(outputdict), ENCODE_METHOD)
+
+ def calculate_coordinates(self, x1, x2, y1, y2):
+ if x1 < x2:
+ xmin = x1
+ xmax = x2
+ else:
+ xmin = x2
+ xmax = x1
+ if y1 < y2:
+ ymin = y1
+ ymax = y2
+ else:
+ ymin = y2
+ ymax = y1
+ width = xmax - xmin
+ if width < 0:
+ width = width * -1
+ height = ymax - ymin
+ # x and y from center of rect
+ x = xmin + width / 2
+ y = ymin + height / 2
+ return height, width, x, y
+
+
+class CreateMLReader:
+ def __init__(self, jsonpath, filepath):
+ self.jsonpath = jsonpath
+ self.shapes = []
+ self.verified = False
+ self.filename = filepath.split("/")[-1:][0]
+ try:
+ self.parse_json()
+ except ValueError:
+ print("JSON decoding failed")
+
+ def parse_json(self):
+ with open(self.jsonpath, "r") as file:
+ inputdata = file.read()
+
+ outputdict = json.loads(inputdata)
+ self.verified = True
+
+ if len(self.shapes) > 0:
+ self.shapes = []
+ for image in outputdict:
+ if image["image"] == self.filename:
+ for shape in image["annotations"]:
+ self.add_shape(shape["label"], shape["coordinates"])
+
+ def add_shape(self, label, bndbox):
+ xmin = bndbox["x"] - (bndbox["width"] / 2)
+ ymin = bndbox["y"] - (bndbox["height"] / 2)
+
+ xmax = bndbox["x"] + (bndbox["width"] / 2)
+ ymax = bndbox["y"] + (bndbox["height"] / 2)
+
+ points = [(xmin, ymin), (xmax, ymin), (xmax, ymax), (xmin, ymax)]
+ self.shapes.append((label, points, None, None, True))
+
+ def get_shapes(self):
+ return self.shapes
diff --git a/PPOCRLabel/libs/hashableQListWidgetItem.py b/PPOCRLabel/libs/hashableQListWidgetItem.py
new file mode 100644
index 0000000000..95c496ff56
--- /dev/null
+++ b/PPOCRLabel/libs/hashableQListWidgetItem.py
@@ -0,0 +1,40 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+import sys
+try:
+ from PyQt5.QtGui import *
+ from PyQt5.QtCore import *
+ from PyQt5.QtWidgets import *
+except ImportError:
+ # needed for py3+qt4
+ # Ref:
+ # http://pyqt.sourceforge.net/Docs/PyQt4/incompatible_apis.html
+ # http://stackoverflow.com/questions/21217399/pyqt4-qtcore-qvariant-object-instead-of-a-string
+ if sys.version_info.major >= 3:
+ import sip
+ sip.setapi('QVariant', 2)
+ from PyQt4.QtGui import *
+ from PyQt4.QtCore import *
+
+# PyQt5: TypeError: unhashable type: 'QListWidgetItem'
+
+
+class HashableQListWidgetItem(QListWidgetItem):
+
+ def __init__(self, *args):
+ super(HashableQListWidgetItem, self).__init__(*args)
+
+ def __hash__(self):
+ return hash(id(self))
diff --git a/PPOCRLabel/libs/labelDialog.py b/PPOCRLabel/libs/labelDialog.py
new file mode 100644
index 0000000000..57071d77b5
--- /dev/null
+++ b/PPOCRLabel/libs/labelDialog.py
@@ -0,0 +1,107 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+try:
+ from PyQt5.QtGui import *
+ from PyQt5.QtCore import *
+ from PyQt5.QtWidgets import *
+except ImportError:
+ from PyQt4.QtGui import *
+ from PyQt4.QtCore import *
+
+from libs.utils import newIcon, labelValidator
+
+BB = QDialogButtonBox
+
+
+class LabelDialog(QDialog):
+
+ def __init__(self, text="Enter object label", parent=None, listItem=None):
+ super(LabelDialog, self).__init__(parent)
+
+ self.edit = QLineEdit() # OLD
+ # self.edit = QTextEdit()
+ self.edit.setText(text)
+ # self.edit.setValidator(labelValidator()) # 验证有效性
+ self.edit.editingFinished.connect(self.postProcess)
+
+ model = QStringListModel()
+ model.setStringList(listItem)
+ completer = QCompleter()
+ completer.setModel(model)
+ self.edit.setCompleter(completer)
+
+ layout = QVBoxLayout()
+ layout.addWidget(self.edit)
+ 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)
+
+ # if listItem is not None and len(listItem) > 0:
+ # self.listWidget = QListWidget(self)
+ # for item in listItem:
+ # self.listWidget.addItem(item)
+ # self.listWidget.itemClicked.connect(self.listItemClick)
+ # self.listWidget.itemDoubleClicked.connect(self.listItemDoubleClick)
+ # layout.addWidget(self.listWidget)
+
+ self.setLayout(layout)
+
+ def validate(self):
+ try:
+ if self.edit.text().trimmed():
+ self.accept()
+ except AttributeError:
+ # PyQt5: AttributeError: 'str' object has no attribute 'trimmed'
+ if self.edit.text().strip():
+ 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, text='', move=True):
+ self.edit.setText(text)
+ self.edit.setSelection(0, len(text))
+ self.edit.setFocus(Qt.PopupFocusReason)
+ if move:
+ cursor_pos = QCursor.pos()
+ parent_bottomRight = self.parentWidget().geometry()
+ max_x = parent_bottomRight.x() + parent_bottomRight.width() - self.sizeHint().width()
+ max_y = parent_bottomRight.y() + parent_bottomRight.height() - self.sizeHint().height()
+ max_global = self.parentWidget().mapToGlobal(QPoint(max_x, max_y))
+ if cursor_pos.x() > max_global.x():
+ cursor_pos.setX(max_global.x())
+ if cursor_pos.y() > max_global.y():
+ cursor_pos.setY(max_global.y())
+ self.move(cursor_pos)
+ return self.edit.text() if self.exec_() else None
+
+ def listItemClick(self, tQListWidgetItem):
+ try:
+ text = tQListWidgetItem.text().trimmed()
+ except AttributeError:
+ # PyQt5: AttributeError: 'str' object has no attribute 'trimmed'
+ text = tQListWidgetItem.text().strip()
+ self.edit.setText(text)
+
+ def listItemDoubleClick(self, tQListWidgetItem):
+ self.listItemClick(tQListWidgetItem)
+ self.validate()
diff --git a/PPOCRLabel/libs/resources.py b/PPOCRLabel/libs/resources.py
new file mode 100644
index 0000000000..7213294fa3
--- /dev/null
+++ b/PPOCRLabel/libs/resources.py
@@ -0,0 +1,11109 @@
+# -*- coding: utf-8 -*-
+
+# Resource object code
+#
+# Created by: The Resource Compiler for PyQt5 (Qt v5.15.1)
+#
+# WARNING! All changes made in this file will be lost!
+
+from PyQt5 import QtCore
+
+qt_resource_data = b"\
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+\x00\x00\x01\xa6\x00\x00\x00\x00\x00\x01\x00\x02\x65\x56\
+\x00\x00\x01\x76\x60\x64\xa4\xff\
+\x00\x00\x00\x38\x00\x00\x00\x00\x00\x01\x00\x00\x8d\x3c\
+\x00\x00\x01\x76\x74\x8e\x61\x83\
+\x00\x00\x02\x48\x00\x00\x00\x00\x00\x01\x00\x02\x91\xed\
+\x00\x00\x01\x76\x60\x64\xa4\xfe\
+"
+
+qt_version = [int(v) for v in QtCore.qVersion().split('.')]
+if qt_version < [5, 8, 0]:
+ rcc_version = 1
+ qt_resource_struct = qt_resource_struct_v1
+else:
+ rcc_version = 2
+ qt_resource_struct = qt_resource_struct_v2
+
+def qInitResources():
+ QtCore.qRegisterResourceData(rcc_version, qt_resource_struct, qt_resource_name, qt_resource_data)
+
+def qCleanupResources():
+ QtCore.qUnregisterResourceData(rcc_version, qt_resource_struct, qt_resource_name, qt_resource_data)
+
+qInitResources()
diff --git a/PPOCRLabel/libs/settings.py b/PPOCRLabel/libs/settings.py
new file mode 100644
index 0000000000..7f9a4fdda6
--- /dev/null
+++ b/PPOCRLabel/libs/settings.py
@@ -0,0 +1,60 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+
+import pickle
+import os
+import sys
+
+
+class Settings(object):
+ def __init__(self):
+ # Be default, the home will be in the same folder as labelImg
+ home = os.path.expanduser("~")
+ self.data = {}
+ # self.path = os.path.join(home, '.labelImgSettings.pkl')
+ self.path = os.path.join(home, '.autoOCRSettings.pkl')
+
+ def __setitem__(self, key, value):
+ self.data[key] = value
+
+ def __getitem__(self, key):
+ return self.data[key]
+
+ def get(self, key, default=None):
+ if key in self.data:
+ return self.data[key]
+ return default
+
+ def save(self):
+ if self.path:
+ with open(self.path, 'wb') as f:
+ pickle.dump(self.data, f, pickle.HIGHEST_PROTOCOL)
+ return True
+ return False
+
+ def load(self):
+ try:
+ if os.path.exists(self.path):
+ with open(self.path, 'rb') as f:
+ self.data = pickle.load(f)
+ return True
+ except:
+ print('Loading setting failed')
+ return False
+
+ def reset(self):
+ if os.path.exists(self.path):
+ os.remove(self.path)
+ print('Remove setting pkl file ${0}'.format(self.path))
+ self.data = {}
+ self.path = None
diff --git a/PPOCRLabel/libs/shape.py b/PPOCRLabel/libs/shape.py
new file mode 100644
index 0000000000..2770bac1df
--- /dev/null
+++ b/PPOCRLabel/libs/shape.py
@@ -0,0 +1,217 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+#!/usr/bin/python
+# -*- coding: utf-8 -*-
+
+
+try:
+ from PyQt5.QtGui import *
+ from PyQt5.QtCore import *
+except ImportError:
+ from PyQt4.QtGui import *
+ from PyQt4.QtCore import *
+
+from libs.utils import distance
+import sys
+
+DEFAULT_LINE_COLOR = QColor(0, 255, 0, 128)
+DEFAULT_FILL_COLOR = QColor(255, 0, 0, 128)
+DEFAULT_SELECT_LINE_COLOR = QColor(255, 255, 255)
+DEFAULT_SELECT_FILL_COLOR = QColor(0, 128, 255, 155)
+DEFAULT_VERTEX_FILL_COLOR = QColor(0, 255, 0, 255)
+DEFAULT_HVERTEX_FILL_COLOR = QColor(255, 0, 0)
+MIN_Y_LABEL = 10
+
+
+class Shape(object):
+ P_SQUARE, P_ROUND = range(2)
+
+ MOVE_VERTEX, NEAR_VERTEX = range(2)
+
+ # The following class variables influence the drawing
+ # of _all_ shape objects.
+ line_color = DEFAULT_LINE_COLOR
+ fill_color = DEFAULT_FILL_COLOR
+ select_line_color = DEFAULT_SELECT_LINE_COLOR
+ select_fill_color = DEFAULT_SELECT_FILL_COLOR
+ vertex_fill_color = DEFAULT_VERTEX_FILL_COLOR
+ hvertex_fill_color = DEFAULT_HVERTEX_FILL_COLOR
+ point_type = P_ROUND
+ point_size = 8
+ scale = 1.0
+
+ def __init__(self, label=None, line_color=None, difficult=False, paintLabel=False):
+ self.label = label
+ self.points = []
+ self.fill = False
+ self.selected = False
+ self.difficult = difficult
+ self.paintLabel = paintLabel
+
+ self._highlightIndex = None
+ self._highlightMode = self.NEAR_VERTEX
+ self._highlightSettings = {
+ self.NEAR_VERTEX: (4, self.P_ROUND),
+ self.MOVE_VERTEX: (1.5, self.P_SQUARE),
+ }
+
+ self._closed = False
+
+ if line_color is not None:
+ # Override the class line_color attribute
+ # with an object attribute. Currently this
+ # is used for drawing the pending line a different color.
+ self.line_color = line_color
+
+ def close(self):
+ self._closed = True
+
+ def reachMaxPoints(self):
+ if len(self.points) >= 4:
+ return True
+ return False
+
+ def addPoint(self, point):
+ if not self.reachMaxPoints():
+ self.points.append(point)
+
+ def popPoint(self):
+ if self.points:
+ return self.points.pop()
+ return None
+
+ def isClosed(self):
+ return self._closed
+
+ def setOpen(self):
+ self._closed = False
+
+ def paint(self, painter):
+ if self.points:
+ color = self.select_line_color if self.selected else self.line_color
+ pen = QPen(color)
+ # Try using integer sizes for smoother drawing(?)
+ pen.setWidth(max(1, int(round(2.0 / self.scale))))
+ painter.setPen(pen)
+
+ line_path = QPainterPath()
+ vrtx_path = QPainterPath()
+
+ line_path.moveTo(self.points[0])
+ # Uncommenting the following line will draw 2 paths
+ # for the 1st vertex, and make it non-filled, which
+ # may be desirable.
+ #self.drawVertex(vrtx_path, 0)
+
+ for i, p in enumerate(self.points):
+ line_path.lineTo(p)
+ self.drawVertex(vrtx_path, i)
+ if self.isClosed():
+ line_path.lineTo(self.points[0])
+
+ painter.drawPath(line_path)
+ painter.drawPath(vrtx_path)
+ painter.fillPath(vrtx_path, self.vertex_fill_color)
+
+ # Draw text at the top-left
+ if self.paintLabel:
+ min_x = sys.maxsize
+ min_y = sys.maxsize
+ for point in self.points:
+ min_x = min(min_x, point.x())
+ min_y = min(min_y, point.y())
+ if min_x != sys.maxsize and min_y != sys.maxsize:
+ font = QFont()
+ font.setPointSize(8)
+ font.setBold(True)
+ painter.setFont(font)
+ if(self.label == None):
+ self.label = ""
+ if(min_y < MIN_Y_LABEL):
+ min_y += MIN_Y_LABEL
+ painter.drawText(min_x, min_y, self.label)
+
+ if self.fill:
+ color = self.select_fill_color if self.selected else self.fill_color
+ painter.fillPath(line_path, color)
+
+ def drawVertex(self, path, i):
+ d = self.point_size / self.scale
+ shape = self.point_type
+ point = self.points[i]
+ if i == self._highlightIndex:
+ size, shape = self._highlightSettings[self._highlightMode]
+ d *= size
+ if self._highlightIndex is not None:
+ self.vertex_fill_color = self.hvertex_fill_color
+ else:
+ self.vertex_fill_color = Shape.vertex_fill_color
+ if shape == self.P_SQUARE:
+ path.addRect(point.x() - d / 2, point.y() - d / 2, d, d)
+ elif shape == self.P_ROUND:
+ path.addEllipse(point, d / 2.0, d / 2.0)
+ else:
+ assert False, "unsupported vertex shape"
+
+ def nearestVertex(self, point, epsilon):
+ for i, p in enumerate(self.points):
+ if distance(p - point) <= epsilon:
+ return i
+ return None
+
+ def containsPoint(self, point):
+ return self.makePath().contains(point)
+
+ def makePath(self):
+ path = QPainterPath(self.points[0])
+ for p in self.points[1:]:
+ path.lineTo(p)
+ return path
+
+ def boundingRect(self):
+ return self.makePath().boundingRect()
+
+ def moveBy(self, offset):
+ self.points = [p + offset for p in self.points]
+
+ def moveVertexBy(self, i, offset):
+ self.points[i] = self.points[i] + offset
+
+ def highlightVertex(self, i, action):
+ self._highlightIndex = i
+ self._highlightMode = action
+
+ def highlightClear(self):
+ self._highlightIndex = None
+
+ def copy(self):
+ shape = Shape("%s" % self.label)
+ shape.points = [p for p in self.points]
+ shape.fill = self.fill
+ shape.selected = self.selected
+ shape._closed = self._closed
+ if self.line_color != Shape.line_color:
+ shape.line_color = self.line_color
+ if self.fill_color != Shape.fill_color:
+ shape.fill_color = self.fill_color
+ shape.difficult = self.difficult
+ return shape
+
+ def __len__(self):
+ return len(self.points)
+
+ def __getitem__(self, key):
+ return self.points[key]
+
+ def __setitem__(self, key, value):
+ self.points[key] = value
diff --git a/PPOCRLabel/libs/stringBundle.py b/PPOCRLabel/libs/stringBundle.py
new file mode 100644
index 0000000000..2417104425
--- /dev/null
+++ b/PPOCRLabel/libs/stringBundle.py
@@ -0,0 +1,86 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+import re
+import os
+import sys
+import locale
+from libs.ustr import ustr
+
+try:
+ from PyQt5.QtCore import *
+except ImportError:
+ if sys.version_info.major >= 3:
+ import sip
+ sip.setapi('QVariant', 2)
+ from PyQt4.QtCore import *
+
+
+class StringBundle:
+
+ __create_key = object()
+
+ def __init__(self, create_key, localeStr):
+ assert(create_key == StringBundle.__create_key), "StringBundle must be created using StringBundle.getBundle"
+ self.idToMessage = {}
+ paths = self.__createLookupFallbackList(localeStr)
+ for path in paths:
+ self.__loadBundle(path)
+
+ @classmethod
+ def getBundle(cls, localeStr=None):
+ if localeStr is None:
+ try:
+ localeStr = locale.getlocale()[0] if locale.getlocale() and len(
+ locale.getlocale()) > 0 else os.getenv('LANG')
+ except:
+ print('Invalid locale')
+ localeStr = 'en'
+
+ return StringBundle(cls.__create_key, localeStr)
+
+ def getString(self, stringId):
+ assert(stringId in self.idToMessage), "Missing string id : " + stringId
+ return self.idToMessage[stringId]
+
+ def __createLookupFallbackList(self, localeStr):
+ resultPaths = []
+ basePath = ":/strings"
+ resultPaths.append(basePath)
+ if localeStr is not None:
+ # Don't follow standard BCP47. Simple fallback
+ tags = re.split('[^a-zA-Z]', localeStr)
+ for tag in tags:
+ lastPath = resultPaths[-1]
+ resultPaths.append(lastPath + '-' + tag)
+
+ return resultPaths
+
+ def __loadBundle(self, path):
+ PROP_SEPERATOR = '='
+ f = QFile(path)
+ if f.exists():
+ if f.open(QIODevice.ReadOnly | QFile.Text):
+ text = QTextStream(f)
+ text.setCodec("UTF-8")
+
+ while not text.atEnd():
+ line = ustr(text.readLine())
+ key_value = line.split(PROP_SEPERATOR)
+ key = key_value[0].strip()
+ value = PROP_SEPERATOR.join(key_value[1:]).strip().strip('"')
+ self.idToMessage[key] = value
+
+ f.close()
diff --git a/PPOCRLabel/libs/toolBar.py b/PPOCRLabel/libs/toolBar.py
new file mode 100644
index 0000000000..9a63929ae9
--- /dev/null
+++ b/PPOCRLabel/libs/toolBar.py
@@ -0,0 +1,51 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+try:
+ from PyQt5.QtGui import *
+ from PyQt5.QtCore import *
+ from PyQt5.QtWidgets import *
+except ImportError:
+ from PyQt4.QtGui import *
+ from PyQt4.QtCore import *
+
+
+class ToolBar(QToolBar):
+
+ def __init__(self, title):
+ super(ToolBar, self).__init__(title)
+ layout = self.layout()
+ m = (0, 0, 0, 0)
+ layout.setSpacing(0)
+ layout.setContentsMargins(*m)
+ self.setContentsMargins(*m)
+ self.setWindowFlags(self.windowFlags() | Qt.FramelessWindowHint)
+
+ def addAction(self, action):
+ if isinstance(action, QWidgetAction):
+ return super(ToolBar, self).addAction(action)
+ btn = ToolButton()
+ btn.setDefaultAction(action)
+ btn.setToolButtonStyle(self.toolButtonStyle())
+ self.addWidget(btn)
+
+
+class ToolButton(QToolButton):
+ """ToolBar companion class which ensures all buttons have the same size."""
+ minSize = (60, 60)
+
+ def minimumSizeHint(self):
+ ms = super(ToolButton, self).minimumSizeHint()
+ w1, h1 = ms.width(), ms.height()
+ w2, h2 = self.minSize
+ ToolButton.minSize = max(w1, w2), max(h1, h2)
+ return QSize(*ToolButton.minSize)
diff --git a/PPOCRLabel/libs/ustr.py b/PPOCRLabel/libs/ustr.py
new file mode 100644
index 0000000000..b35cf5d3ff
--- /dev/null
+++ b/PPOCRLabel/libs/ustr.py
@@ -0,0 +1,29 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+import sys
+from libs.constants import DEFAULT_ENCODING
+
+def ustr(x):
+ '''py2/py3 unicode helper'''
+
+ if sys.version_info < (3, 0, 0):
+ from PyQt4.QtCore import QString
+ if type(x) == str:
+ return x.decode(DEFAULT_ENCODING)
+ if type(x) == QString:
+ #https://blog.csdn.net/friendan/article/details/51088476
+ #https://blog.csdn.net/xxm524/article/details/74937308
+ return unicode(x.toUtf8(), DEFAULT_ENCODING, 'ignore')
+ return x
+ else:
+ return x
diff --git a/PPOCRLabel/libs/utils.py b/PPOCRLabel/libs/utils.py
new file mode 100644
index 0000000000..cb1c92e7a9
--- /dev/null
+++ b/PPOCRLabel/libs/utils.py
@@ -0,0 +1,182 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+from math import sqrt
+from libs.ustr import ustr
+import hashlib
+import re
+import sys
+import cv2
+import numpy as np
+
+try:
+ from PyQt5.QtGui import *
+ from PyQt5.QtCore import *
+ from PyQt5.QtWidgets import *
+except ImportError:
+ from PyQt4.QtGui import *
+ from PyQt4.QtCore import *
+
+
+def newIcon(icon, iconSize=None):
+ if iconSize is not None:
+ return QIcon(QIcon(':/' + icon).pixmap(iconSize,iconSize))
+ else:
+ return QIcon(':/' + icon)
+
+
+def newButton(text, icon=None, slot=None):
+ b = QPushButton(text)
+ if icon is not None:
+ b.setIcon(newIcon(icon))
+ if slot is not None:
+ b.clicked.connect(slot)
+ return b
+
+
+def newAction(parent, text, slot=None, shortcut=None, icon=None,
+ tip=None, checkable=False, enabled=True, iconSize=None):
+ """Create a new action and assign callbacks, shortcuts, etc."""
+ a = QAction(text, parent)
+ if icon is not None:
+ if iconSize is not None:
+ a.setIcon(newIcon(icon, iconSize))
+ else:
+ a.setIcon(newIcon(icon))
+ if shortcut is not None:
+ if isinstance(shortcut, (list, tuple)):
+ a.setShortcuts(shortcut)
+ else:
+ a.setShortcut(shortcut)
+ if tip is not None:
+ a.setToolTip(tip)
+ a.setStatusTip(tip)
+ if slot is not None:
+ a.triggered.connect(slot)
+ if checkable:
+ a.setCheckable(True)
+ a.setEnabled(enabled)
+ return a
+
+
+def addActions(widget, actions):
+ for action in actions:
+ if action is None:
+ widget.addSeparator()
+ elif isinstance(action, QMenu):
+ widget.addMenu(action)
+ else:
+ widget.addAction(action)
+
+
+def labelValidator():
+ return QRegExpValidator(QRegExp(r'^[^ \t].+'), None)
+
+
+class struct(object):
+
+ def __init__(self, **kwargs):
+ self.__dict__.update(kwargs)
+
+
+def distance(p):
+ return sqrt(p.x() * p.x() + p.y() * p.y())
+
+
+def fmtShortcut(text):
+ mod, key = text.split('+', 1)
+ return '%s+%s' % (mod, key)
+
+
+def generateColorByText(text):
+ s = ustr(text)
+ hashCode = int(hashlib.sha256(s.encode('utf-8')).hexdigest(), 16)
+ r = int((hashCode / 255) % 255)
+ g = int((hashCode / 65025) % 255)
+ b = int((hashCode / 16581375) % 255)
+ return QColor(r, g, b, 100)
+
+def have_qstring():
+ '''p3/qt5 get rid of QString wrapper as py3 has native unicode str type'''
+ return not (sys.version_info.major >= 3 or QT_VERSION_STR.startswith('5.'))
+
+def util_qt_strlistclass():
+ return QStringList if have_qstring() else list
+
+def natural_sort(list, key=lambda s:s):
+ """
+ Sort the list into natural alphanumeric order.
+ """
+ def get_alphanum_key_func(key):
+ convert = lambda text: int(text) if text.isdigit() else text
+ return lambda s: [convert(c) for c in re.split('([0-9]+)', key(s))]
+ sort_key = get_alphanum_key_func(key)
+ list.sort(key=sort_key)
+
+
+def get_rotate_crop_image(img, points):
+
+ try:
+ img_crop_width = int(
+ max(
+ np.linalg.norm(points[0] - points[1]),
+ np.linalg.norm(points[2] - points[3])))
+ img_crop_height = int(
+ max(
+ np.linalg.norm(points[0] - points[3]),
+ np.linalg.norm(points[1] - points[2])))
+ pts_std = np.float32([[0, 0], [img_crop_width, 0],
+ [img_crop_width, img_crop_height],
+ [0, img_crop_height]])
+ M = cv2.getPerspectiveTransform(points, pts_std)
+ dst_img = cv2.warpPerspective(
+ img,
+ M, (img_crop_width, img_crop_height),
+ borderMode=cv2.BORDER_REPLICATE,
+ flags=cv2.INTER_CUBIC)
+ dst_img_height, dst_img_width = dst_img.shape[0:2]
+ if dst_img_height * 1.0 / dst_img_width >= 1.5:
+ dst_img = np.rot90(dst_img)
+ return dst_img
+ except Exception as e:
+ print(e)
+
+def stepsInfo(lang='en'):
+ if lang == 'ch':
+ msg = "1. 安装与运行：使用上述命令安装与运行程序。\n" \
+ "2. 打开文件夹：在菜单栏点击 “文件” - 打开目录 选择待标记图片的文件夹.\n"\
+ "3. 自动标注：点击 ”自动标注“，使用PPOCR超轻量模型对图片文件名前图片状态为 “X” 的图片进行自动标注。\n" \
+ "4. 手动标注：点击 “矩形标注”（推荐直接在英文模式下点击键盘中的 “W”)，用户可对当前图片中模型未检出的部分进行手动" \
+ "绘制标记框。点击键盘P，则使用四点标注模式（或点击“编辑” - “四点标注”），用户依次点击4个点后，双击左键表示标注完成。\n" \
+ "5. 标记框绘制完成后，用户点击 “确认”，检测框会先被预分配一个 “待识别” 标签。\n" \
+ "6. 重新识别：将图片中的所有检测画绘制/调整完成后，点击 “重新识别”，PPOCR模型会对当前图片中的**所有检测框**重新识别。\n" \
+ "7. 内容更改：双击识别结果，对不准确的识别结果进行手动更改。\n" \
+ "8. 保存：点击 “保存”，图片状态切换为 “√”，跳转至下一张。\n" \
+ "9. 删除：点击 “删除图像”，图片将会被删除至回收站。\n" \
+ "10. 标注结果：关闭应用程序或切换文件路径后，手动保存过的标签将会被存放在所打开图片文件夹下的" \
+ "*Label.txt*中。在菜单栏点击 “PaddleOCR” - 保存识别结果后，会将此类图片的识别训练数据保存在*crop_img*文件夹下，" \
+ "识别标签保存在*rec_gt.txt*中。\n"
+ else:
+ msg = "1. Build and launch using the instructions above.\n" \
+ "2. Click 'Open Dir' in Menu/File to select the folder of the picture.\n"\
+ "3. Click 'Auto recognition', use PPOCR model to automatically annotate images which marked with 'X' before the file name."\
+ "4. Create Box:\n"\
+ "4.1 Click 'Create RectBox' or press 'W' in English keyboard mode to draw a new rectangle detection box. Click and release left mouse to select a region to annotate the text area.\n"\
+ "4.2 Press 'P' to enter four-point labeling mode which enables you to create any four-point shape by clicking four points with the left mouse button in succession and DOUBLE CLICK the left mouse as the signal of labeling completion.\n"\
+ "5. After the marking frame is drawn, the user clicks 'OK', and the detection frame will be pre-assigned a TEMPORARY label.\n"\
+ "6. Click re-Recognition, model will rewrite ALL recognition results in ALL detection box.\n"\
+ "7. Double click the result in 'recognition result' list to manually change inaccurate recognition results.\n"\
+ "8. Click 'Save', the image status will switch to '√',then the program automatically jump to the next.\n"\
+ "9. Click 'Delete Image' and the image will be deleted to the recycle bin.\n"\
+ "10. Labeling result: After closing the application or switching the file path, the manually saved label will be stored in *Label.txt* under the opened picture folder.\n"\
+ " Click PaddleOCR-Save Recognition Results in the menu bar, the recognition training data of such pictures will be saved in the *crop_img* folder, and the recognition label will be saved in *rec_gt.txt*.\n"
+ return msg
\ No newline at end of file
diff --git a/PPOCRLabel/libs/zoomWidget.py b/PPOCRLabel/libs/zoomWidget.py
new file mode 100644
index 0000000000..4512d2ab4f
--- /dev/null
+++ b/PPOCRLabel/libs/zoomWidget.py
@@ -0,0 +1,38 @@
+# Copyright (c) <2015-Present> Tzutalin
+# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
+# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+# associated documentation files (the "Software"), to deal in the Software without restriction, including without
+# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
+# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
+# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
+# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+try:
+ from PyQt5.QtGui import *
+ from PyQt5.QtCore import *
+ from PyQt5.QtWidgets import *
+except ImportError:
+ from PyQt4.QtGui import *
+ from PyQt4.QtCore import *
+
+
+class ZoomWidget(QSpinBox):
+
+ def __init__(self, value=100):
+ super(ZoomWidget, self).__init__()
+ self.setButtonSymbols(QAbstractSpinBox.NoButtons)
+ self.setRange(1, 500)
+ self.setSuffix(' %')
+ self.setValue(value)
+ self.setToolTip(u'Zoom Level')
+ self.setStatusTip(self.toolTip())
+ self.setAlignment(Qt.AlignCenter)
+
+ def minimumSizeHint(self):
+ height = super(ZoomWidget, self).minimumSizeHint().height()
+ fm = QFontMetrics(self.font())
+ width = fm.width(str(self.maximum()))
+ return QSize(width, height)
diff --git a/PPOCRLabel/requirements/requirements-linux-python3.txt b/PPOCRLabel/requirements/requirements-linux-python3.txt
new file mode 100644
index 0000000000..787a7fda11
--- /dev/null
+++ b/PPOCRLabel/requirements/requirements-linux-python3.txt
@@ -0,0 +1,2 @@
+pyqt5==5.10.1
+lxml==4.2.4
diff --git a/PPOCRLabel/resources.qrc b/PPOCRLabel/resources.qrc
new file mode 100644
index 0000000000..7b1179d882
--- /dev/null
+++ b/PPOCRLabel/resources.qrc
@@ -0,0 +1,39 @@
+
+
+
+
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+
+
+
+
+
+
+
+
+
+
+
+
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+ 
+ 
+
+
+
+
+
+
+
+
+
+
+
+ 
+
- * This technique can be used with an {@link android.app.Activity} class, not just
- * {@link PreferenceActivity}.
- */
-public abstract class AppCompatPreferenceActivity extends PreferenceActivity {
- private AppCompatDelegate mDelegate;
-
- @Override
- protected void onCreate(Bundle savedInstanceState) {
- getDelegate().installViewFactory();
- getDelegate().onCreate(savedInstanceState);
- super.onCreate(savedInstanceState);
- }
-
- @Override
- protected void onPostCreate(Bundle savedInstanceState) {
- super.onPostCreate(savedInstanceState);
- getDelegate().onPostCreate(savedInstanceState);
- }
-
- public ActionBar getSupportActionBar() {
- return getDelegate().getSupportActionBar();
- }
-
- public void setSupportActionBar(@Nullable Toolbar toolbar) {
- getDelegate().setSupportActionBar(toolbar);
- }
-
- @Override
- public MenuInflater getMenuInflater() {
- return getDelegate().getMenuInflater();
- }
-
- @Override
- public void setContentView(@LayoutRes int layoutResID) {
- getDelegate().setContentView(layoutResID);
- }
-
- @Override
- public void setContentView(View view) {
- getDelegate().setContentView(view);
- }
-
- @Override
- public void setContentView(View view, ViewGroup.LayoutParams params) {
- getDelegate().setContentView(view, params);
- }
-
- @Override
- public void addContentView(View view, ViewGroup.LayoutParams params) {
- getDelegate().addContentView(view, params);
- }
-
- @Override
- protected void onPostResume() {
- super.onPostResume();
- getDelegate().onPostResume();
- }
-
- @Override
- protected void onTitleChanged(CharSequence title, int color) {
- super.onTitleChanged(title, color);
- getDelegate().setTitle(title);
- }
-
- @Override
- public void onConfigurationChanged(Configuration newConfig) {
- super.onConfigurationChanged(newConfig);
- getDelegate().onConfigurationChanged(newConfig);
- }
-
- @Override
- protected void onStop() {
- super.onStop();
- getDelegate().onStop();
- }
-
- @Override
- protected void onDestroy() {
- super.onDestroy();
- getDelegate().onDestroy();
- }
-
- public void invalidateOptionsMenu() {
- getDelegate().invalidateOptionsMenu();
- }
-
- private AppCompatDelegate getDelegate() {
- if (mDelegate == null) {
- mDelegate = AppCompatDelegate.create(this, null);
- }
- return mDelegate;
- }
-}
diff --git a/deploy/android_demo/app/src/main/java/com/baidu/paddle/lite/demo/ocr/MainActivity.java b/deploy/android_demo/app/src/main/java/com/baidu/paddle/lite/demo/ocr/MainActivity.java
deleted file mode 100644
index afb261dcf2..0000000000
--- a/deploy/android_demo/app/src/main/java/com/baidu/paddle/lite/demo/ocr/MainActivity.java
+++ /dev/null
@@ -1,473 +0,0 @@
-package com.baidu.paddle.lite.demo.ocr;
-
-import android.Manifest;
-import android.app.ProgressDialog;
-import android.content.ContentResolver;
-import android.content.Context;
-import android.content.Intent;
-import android.content.SharedPreferences;
-import android.content.pm.PackageManager;
-import android.database.Cursor;
-import android.graphics.Bitmap;
-import android.graphics.BitmapFactory;
-import android.media.ExifInterface;
-import android.net.Uri;
-import android.os.Bundle;
-import android.os.Environment;
-import android.os.Handler;
-import android.os.HandlerThread;
-import android.os.Message;
-import android.preference.PreferenceManager;
-import android.provider.MediaStore;
-import android.text.method.ScrollingMovementMethod;
-import android.util.Log;
-import android.view.Menu;
-import android.view.MenuInflater;
-import android.view.MenuItem;
-import android.widget.ImageView;
-import android.widget.TextView;
-import android.widget.Toast;
-
-import androidx.annotation.NonNull;
-import androidx.appcompat.app.AppCompatActivity;
-import androidx.core.app.ActivityCompat;
-import androidx.core.content.ContextCompat;
-import androidx.core.content.FileProvider;
-
-import java.io.File;
-import java.io.IOException;
-import java.io.InputStream;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-
-public class MainActivity extends AppCompatActivity {
- private static final String TAG = MainActivity.class.getSimpleName();
- public static final int OPEN_GALLERY_REQUEST_CODE = 0;
- public static final int TAKE_PHOTO_REQUEST_CODE = 1;
-
- public static final int REQUEST_LOAD_MODEL = 0;
- public static final int REQUEST_RUN_MODEL = 1;
- public static final int RESPONSE_LOAD_MODEL_SUCCESSED = 0;
- public static final int RESPONSE_LOAD_MODEL_FAILED = 1;
- public static final int RESPONSE_RUN_MODEL_SUCCESSED = 2;
- public static final int RESPONSE_RUN_MODEL_FAILED = 3;
-
- protected ProgressDialog pbLoadModel = null;
- protected ProgressDialog pbRunModel = null;
-
- protected Handler receiver = null; // Receive messages from worker thread
- protected Handler sender = null; // Send command to worker thread
- protected HandlerThread worker = null; // Worker thread to load&run model
-
- // UI components of object detection
- protected TextView tvInputSetting;
- protected ImageView ivInputImage;
- protected TextView tvOutputResult;
- protected TextView tvInferenceTime;
-
- // Model settings of object detection
- protected String modelPath = "";
- protected String labelPath = "";
- protected String imagePath = "";
- protected int cpuThreadNum = 1;
- protected String cpuPowerMode = "";
- protected String inputColorFormat = "";
- protected long[] inputShape = new long[]{};
- protected float[] inputMean = new float[]{};
- protected float[] inputStd = new float[]{};
- protected float scoreThreshold = 0.1f;
- private String currentPhotoPath;
-
- protected Predictor predictor = new Predictor();
-
- @Override
- protected void onCreate(Bundle savedInstanceState) {
- super.onCreate(savedInstanceState);
- setContentView(R.layout.activity_main);
-
- // Clear all setting items to avoid app crashing due to the incorrect settings
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(this);
- SharedPreferences.Editor editor = sharedPreferences.edit();
- editor.clear();
- editor.commit();
-
- // Prepare the worker thread for mode loading and inference
- receiver = new Handler() {
- @Override
- public void handleMessage(Message msg) {
- switch (msg.what) {
- case RESPONSE_LOAD_MODEL_SUCCESSED:
- pbLoadModel.dismiss();
- onLoadModelSuccessed();
- break;
- case RESPONSE_LOAD_MODEL_FAILED:
- pbLoadModel.dismiss();
- Toast.makeText(MainActivity.this, "Load model failed!", Toast.LENGTH_SHORT).show();
- onLoadModelFailed();
- break;
- case RESPONSE_RUN_MODEL_SUCCESSED:
- pbRunModel.dismiss();
- onRunModelSuccessed();
- break;
- case RESPONSE_RUN_MODEL_FAILED:
- pbRunModel.dismiss();
- Toast.makeText(MainActivity.this, "Run model failed!", Toast.LENGTH_SHORT).show();
- onRunModelFailed();
- break;
- default:
- break;
- }
- }
- };
-
- worker = new HandlerThread("Predictor Worker");
- worker.start();
- sender = new Handler(worker.getLooper()) {
- public void handleMessage(Message msg) {
- switch (msg.what) {
- case REQUEST_LOAD_MODEL:
- // Load model and reload test image
- if (onLoadModel()) {
- receiver.sendEmptyMessage(RESPONSE_LOAD_MODEL_SUCCESSED);
- } else {
- receiver.sendEmptyMessage(RESPONSE_LOAD_MODEL_FAILED);
- }
- break;
- case REQUEST_RUN_MODEL:
- // Run model if model is loaded
- if (onRunModel()) {
- receiver.sendEmptyMessage(RESPONSE_RUN_MODEL_SUCCESSED);
- } else {
- receiver.sendEmptyMessage(RESPONSE_RUN_MODEL_FAILED);
- }
- break;
- default:
- break;
- }
- }
- };
-
- // Setup the UI components
- tvInputSetting = findViewById(R.id.tv_input_setting);
- ivInputImage = findViewById(R.id.iv_input_image);
- tvInferenceTime = findViewById(R.id.tv_inference_time);
- tvOutputResult = findViewById(R.id.tv_output_result);
- tvInputSetting.setMovementMethod(ScrollingMovementMethod.getInstance());
- tvOutputResult.setMovementMethod(ScrollingMovementMethod.getInstance());
- }
-
- @Override
- protected void onResume() {
- super.onResume();
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(this);
- boolean settingsChanged = false;
- String model_path = sharedPreferences.getString(getString(R.string.MODEL_PATH_KEY),
- getString(R.string.MODEL_PATH_DEFAULT));
- String label_path = sharedPreferences.getString(getString(R.string.LABEL_PATH_KEY),
- getString(R.string.LABEL_PATH_DEFAULT));
- String image_path = sharedPreferences.getString(getString(R.string.IMAGE_PATH_KEY),
- getString(R.string.IMAGE_PATH_DEFAULT));
- settingsChanged |= !model_path.equalsIgnoreCase(modelPath);
- settingsChanged |= !label_path.equalsIgnoreCase(labelPath);
- settingsChanged |= !image_path.equalsIgnoreCase(imagePath);
- int cpu_thread_num = Integer.parseInt(sharedPreferences.getString(getString(R.string.CPU_THREAD_NUM_KEY),
- getString(R.string.CPU_THREAD_NUM_DEFAULT)));
- settingsChanged |= cpu_thread_num != cpuThreadNum;
- String cpu_power_mode =
- sharedPreferences.getString(getString(R.string.CPU_POWER_MODE_KEY),
- getString(R.string.CPU_POWER_MODE_DEFAULT));
- settingsChanged |= !cpu_power_mode.equalsIgnoreCase(cpuPowerMode);
- String input_color_format =
- sharedPreferences.getString(getString(R.string.INPUT_COLOR_FORMAT_KEY),
- getString(R.string.INPUT_COLOR_FORMAT_DEFAULT));
- settingsChanged |= !input_color_format.equalsIgnoreCase(inputColorFormat);
- long[] input_shape =
- Utils.parseLongsFromString(sharedPreferences.getString(getString(R.string.INPUT_SHAPE_KEY),
- getString(R.string.INPUT_SHAPE_DEFAULT)), ",");
- float[] input_mean =
- Utils.parseFloatsFromString(sharedPreferences.getString(getString(R.string.INPUT_MEAN_KEY),
- getString(R.string.INPUT_MEAN_DEFAULT)), ",");
- float[] input_std =
- Utils.parseFloatsFromString(sharedPreferences.getString(getString(R.string.INPUT_STD_KEY)
- , getString(R.string.INPUT_STD_DEFAULT)), ",");
- settingsChanged |= input_shape.length != inputShape.length;
- settingsChanged |= input_mean.length != inputMean.length;
- settingsChanged |= input_std.length != inputStd.length;
- if (!settingsChanged) {
- for (int i = 0; i < input_shape.length; i++) {
- settingsChanged |= input_shape[i] != inputShape[i];
- }
- for (int i = 0; i < input_mean.length; i++) {
- settingsChanged |= input_mean[i] != inputMean[i];
- }
- for (int i = 0; i < input_std.length; i++) {
- settingsChanged |= input_std[i] != inputStd[i];
- }
- }
- float score_threshold =
- Float.parseFloat(sharedPreferences.getString(getString(R.string.SCORE_THRESHOLD_KEY),
- getString(R.string.SCORE_THRESHOLD_DEFAULT)));
- settingsChanged |= scoreThreshold != score_threshold;
- if (settingsChanged) {
- modelPath = model_path;
- labelPath = label_path;
- imagePath = image_path;
- cpuThreadNum = cpu_thread_num;
- cpuPowerMode = cpu_power_mode;
- inputColorFormat = input_color_format;
- inputShape = input_shape;
- inputMean = input_mean;
- inputStd = input_std;
- scoreThreshold = score_threshold;
- // Update UI
- tvInputSetting.setText("Model: " + modelPath.substring(modelPath.lastIndexOf("/") + 1) + "\n" + "CPU" +
- " Thread Num: " + Integer.toString(cpuThreadNum) + "\n" + "CPU Power Mode: " + cpuPowerMode);
- tvInputSetting.scrollTo(0, 0);
- // Reload model if configure has been changed
- loadModel();
- }
- }
-
- public void loadModel() {
- pbLoadModel = ProgressDialog.show(this, "", "Loading model...", false, false);
- sender.sendEmptyMessage(REQUEST_LOAD_MODEL);
- }
-
- public void runModel() {
- pbRunModel = ProgressDialog.show(this, "", "Running model...", false, false);
- sender.sendEmptyMessage(REQUEST_RUN_MODEL);
- }
-
- public boolean onLoadModel() {
- return predictor.init(MainActivity.this, modelPath, labelPath, cpuThreadNum,
- cpuPowerMode,
- inputColorFormat,
- inputShape, inputMean,
- inputStd, scoreThreshold);
- }
-
- public boolean onRunModel() {
- return predictor.isLoaded() && predictor.runModel();
- }
-
- public void onLoadModelSuccessed() {
- // Load test image from path and run model
- try {
- if (imagePath.isEmpty()) {
- return;
- }
- Bitmap image = null;
- // Read test image file from custom path if the first character of mode path is '/', otherwise read test
- // image file from assets
- if (!imagePath.substring(0, 1).equals("/")) {
- InputStream imageStream = getAssets().open(imagePath);
- image = BitmapFactory.decodeStream(imageStream);
- } else {
- if (!new File(imagePath).exists()) {
- return;
- }
- image = BitmapFactory.decodeFile(imagePath);
- }
- if (image != null && predictor.isLoaded()) {
- predictor.setInputImage(image);
- runModel();
- }
- } catch (IOException e) {
- Toast.makeText(MainActivity.this, "Load image failed!", Toast.LENGTH_SHORT).show();
- e.printStackTrace();
- }
- }
-
- public void onLoadModelFailed() {
- }
-
- public void onRunModelSuccessed() {
- // Obtain results and update UI
- tvInferenceTime.setText("Inference time: " + predictor.inferenceTime() + " ms");
- Bitmap outputImage = predictor.outputImage();
- if (outputImage != null) {
- ivInputImage.setImageBitmap(outputImage);
- }
- tvOutputResult.setText(predictor.outputResult());
- tvOutputResult.scrollTo(0, 0);
- }
-
- public void onRunModelFailed() {
- }
-
- public void onImageChanged(Bitmap image) {
- // Rerun model if users pick test image from gallery or camera
- if (image != null && predictor.isLoaded()) {
- predictor.setInputImage(image);
- runModel();
- }
- }
-
- public void onSettingsClicked() {
- startActivity(new Intent(MainActivity.this, SettingsActivity.class));
- }
-
- @Override
- public boolean onCreateOptionsMenu(Menu menu) {
- MenuInflater inflater = getMenuInflater();
- inflater.inflate(R.menu.menu_action_options, menu);
- return true;
- }
-
- public boolean onPrepareOptionsMenu(Menu menu) {
- boolean isLoaded = predictor.isLoaded();
- menu.findItem(R.id.open_gallery).setEnabled(isLoaded);
- menu.findItem(R.id.take_photo).setEnabled(isLoaded);
- return super.onPrepareOptionsMenu(menu);
- }
-
- @Override
- public boolean onOptionsItemSelected(MenuItem item) {
- switch (item.getItemId()) {
- case android.R.id.home:
- finish();
- break;
- case R.id.open_gallery:
- if (requestAllPermissions()) {
- openGallery();
- }
- break;
- case R.id.take_photo:
- if (requestAllPermissions()) {
- takePhoto();
- }
- break;
- case R.id.settings:
- if (requestAllPermissions()) {
- // Make sure we have SDCard r&w permissions to load model from SDCard
- onSettingsClicked();
- }
- break;
- }
- return super.onOptionsItemSelected(item);
- }
-
- @Override
- public void onRequestPermissionsResult(int requestCode, @NonNull String[] permissions,
- @NonNull int[] grantResults) {
- super.onRequestPermissionsResult(requestCode, permissions, grantResults);
- if (grantResults[0] != PackageManager.PERMISSION_GRANTED || grantResults[1] != PackageManager.PERMISSION_GRANTED) {
- Toast.makeText(this, "Permission Denied", Toast.LENGTH_SHORT).show();
- }
- }
-
- private boolean requestAllPermissions() {
- if (ContextCompat.checkSelfPermission(this, Manifest.permission.WRITE_EXTERNAL_STORAGE)
- != PackageManager.PERMISSION_GRANTED || ContextCompat.checkSelfPermission(this,
- Manifest.permission.CAMERA)
- != PackageManager.PERMISSION_GRANTED) {
- ActivityCompat.requestPermissions(this, new String[]{Manifest.permission.WRITE_EXTERNAL_STORAGE,
- Manifest.permission.CAMERA},
- 0);
- return false;
- }
- return true;
- }
-
- private void openGallery() {
- Intent intent = new Intent(Intent.ACTION_PICK, null);
- intent.setDataAndType(MediaStore.Images.Media.EXTERNAL_CONTENT_URI, "image/*");
- startActivityForResult(intent, OPEN_GALLERY_REQUEST_CODE);
- }
-
- private void takePhoto() {
- Intent takePictureIntent = new Intent(MediaStore.ACTION_IMAGE_CAPTURE);
- // Ensure that there's a camera activity to handle the intent
- if (takePictureIntent.resolveActivity(getPackageManager()) != null) {
- // Create the File where the photo should go
- File photoFile = null;
- try {
- photoFile = createImageFile();
- } catch (IOException ex) {
- Log.e("MainActitity", ex.getMessage(), ex);
- Toast.makeText(MainActivity.this,
- "Create Camera temp file failed: " + ex.getMessage(), Toast.LENGTH_SHORT).show();
- }
- // Continue only if the File was successfully created
- if (photoFile != null) {
- Log.i(TAG, "FILEPATH " + getExternalFilesDir("Pictures").getAbsolutePath());
- Uri photoURI = FileProvider.getUriForFile(this,
- "com.baidu.paddle.lite.demo.ocr.fileprovider",
- photoFile);
- currentPhotoPath = photoFile.getAbsolutePath();
- takePictureIntent.putExtra(MediaStore.EXTRA_OUTPUT, photoURI);
- startActivityForResult(takePictureIntent, TAKE_PHOTO_REQUEST_CODE);
- Log.i(TAG, "startActivityForResult finished");
- }
- }
-
- }
-
- private File createImageFile() throws IOException {
- // Create an image file name
- String timeStamp = new SimpleDateFormat("yyyyMMdd_HHmmss").format(new Date());
- String imageFileName = "JPEG_" + timeStamp + "_";
- File storageDir = getExternalFilesDir(Environment.DIRECTORY_PICTURES);
- File image = File.createTempFile(
- imageFileName, /* prefix */
- ".bmp", /* suffix */
- storageDir /* directory */
- );
-
- return image;
- }
-
- @Override
- protected void onActivityResult(int requestCode, int resultCode, Intent data) {
- super.onActivityResult(requestCode, resultCode, data);
- if (resultCode == RESULT_OK) {
- switch (requestCode) {
- case OPEN_GALLERY_REQUEST_CODE:
- if (data == null) {
- break;
- }
- try {
- ContentResolver resolver = getContentResolver();
- Uri uri = data.getData();
- Bitmap image = MediaStore.Images.Media.getBitmap(resolver, uri);
- String[] proj = {MediaStore.Images.Media.DATA};
- Cursor cursor = managedQuery(uri, proj, null, null, null);
- cursor.moveToFirst();
- onImageChanged(image);
- } catch (IOException e) {
- Log.e(TAG, e.toString());
- }
- break;
- case TAKE_PHOTO_REQUEST_CODE:
- if (currentPhotoPath != null) {
- ExifInterface exif = null;
- try {
- exif = new ExifInterface(currentPhotoPath);
- } catch (IOException e) {
- e.printStackTrace();
- }
- int orientation = exif.getAttributeInt(ExifInterface.TAG_ORIENTATION,
- ExifInterface.ORIENTATION_UNDEFINED);
- Log.i(TAG, "rotation " + orientation);
- Bitmap image = BitmapFactory.decodeFile(currentPhotoPath);
- image = Utils.rotateBitmap(image, orientation);
- onImageChanged(image);
- } else {
- Log.e(TAG, "currentPhotoPath is null");
- }
- break;
- default:
- break;
- }
- }
- }
-
- @Override
- protected void onDestroy() {
- if (predictor != null) {
- predictor.releaseModel();
- }
- worker.quit();
- super.onDestroy();
- }
-}
diff --git a/deploy/android_demo/app/src/main/java/com/baidu/paddle/lite/demo/ocr/MiniActivity.java b/deploy/android_demo/app/src/main/java/com/baidu/paddle/lite/demo/ocr/MiniActivity.java
deleted file mode 100644
index d5608911db..0000000000
--- a/deploy/android_demo/app/src/main/java/com/baidu/paddle/lite/demo/ocr/MiniActivity.java
+++ /dev/null
@@ -1,157 +0,0 @@
-package com.baidu.paddle.lite.demo.ocr;
-
-import android.graphics.Bitmap;
-import android.graphics.BitmapFactory;
-import android.os.Build;
-import android.os.Bundle;
-import android.os.Handler;
-import android.os.HandlerThread;
-import android.os.Message;
-import android.util.Log;
-import android.view.View;
-import android.widget.Button;
-import android.widget.ImageView;
-import android.widget.TextView;
-import android.widget.Toast;
-
-import androidx.appcompat.app.AppCompatActivity;
-
-import java.io.IOException;
-import java.io.InputStream;
-
-public class MiniActivity extends AppCompatActivity {
-
-
- public static final int REQUEST_LOAD_MODEL = 0;
- public static final int REQUEST_RUN_MODEL = 1;
- public static final int REQUEST_UNLOAD_MODEL = 2;
- public static final int RESPONSE_LOAD_MODEL_SUCCESSED = 0;
- public static final int RESPONSE_LOAD_MODEL_FAILED = 1;
- public static final int RESPONSE_RUN_MODEL_SUCCESSED = 2;
- public static final int RESPONSE_RUN_MODEL_FAILED = 3;
-
- private static final String TAG = "MiniActivity";
-
- protected Handler receiver = null; // Receive messages from worker thread
- protected Handler sender = null; // Send command to worker thread
- protected HandlerThread worker = null; // Worker thread to load&run model
- protected volatile Predictor predictor = null;
-
- private String assetModelDirPath = "models/ocr_v1_for_cpu";
- private String assetlabelFilePath = "labels/ppocr_keys_v1.txt";
-
- private Button button;
- private ImageView imageView; // image result
- private TextView textView; // text result
-
- @Override
- protected void onCreate(Bundle savedInstanceState) {
- super.onCreate(savedInstanceState);
- setContentView(R.layout.activity_mini);
-
- Log.i(TAG, "SHOW in Logcat");
-
- // Prepare the worker thread for mode loading and inference
- worker = new HandlerThread("Predictor Worker");
- worker.start();
- sender = new Handler(worker.getLooper()) {
- public void handleMessage(Message msg) {
- switch (msg.what) {
- case REQUEST_LOAD_MODEL:
- // Load model and reload test image
- if (!onLoadModel()) {
- runOnUiThread(new Runnable() {
- @Override
- public void run() {
- Toast.makeText(MiniActivity.this, "Load model failed!", Toast.LENGTH_SHORT).show();
- }
- });
- }
- break;
- case REQUEST_RUN_MODEL:
- // Run model if model is loaded
- final boolean isSuccessed = onRunModel();
- runOnUiThread(new Runnable() {
- @Override
- public void run() {
- if (isSuccessed){
- onRunModelSuccessed();
- }else{
- Toast.makeText(MiniActivity.this, "Run model failed!", Toast.LENGTH_SHORT).show();
- }
- }
- });
- break;
- }
- }
- };
- sender.sendEmptyMessage(REQUEST_LOAD_MODEL); // corresponding to REQUEST_LOAD_MODEL， to call onLoadModel()
-
- imageView = findViewById(R.id.imageView);
- textView = findViewById(R.id.sample_text);
- button = findViewById(R.id.button);
- button.setOnClickListener(new View.OnClickListener() {
- @Override
- public void onClick(View v) {
- sender.sendEmptyMessage(REQUEST_RUN_MODEL);
- }
- });
-
-
- }
-
- @Override
- protected void onDestroy() {
- onUnloadModel();
- if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.JELLY_BEAN_MR2) {
- worker.quitSafely();
- } else {
- worker.quit();
- }
- super.onDestroy();
- }
-
- /**
- * call in onCreate, model init
- *
- * @return
- */
- private boolean onLoadModel() {
- if (predictor == null) {
- predictor = new Predictor();
- }
- return predictor.init(this, assetModelDirPath, assetlabelFilePath);
- }
-
- /**
- * init engine
- * call in onCreate
- *
- * @return
- */
- private boolean onRunModel() {
- try {
- String assetImagePath = "images/5.jpg";
- InputStream imageStream = getAssets().open(assetImagePath);
- Bitmap image = BitmapFactory.decodeStream(imageStream);
- // Input is Bitmap
- predictor.setInputImage(image);
- return predictor.isLoaded() && predictor.runModel();
- } catch (IOException e) {
- e.printStackTrace();
- return false;
- }
- }
-
- private void onRunModelSuccessed() {
- Log.i(TAG, "onRunModelSuccessed");
- textView.setText(predictor.outputResult);
- imageView.setImageBitmap(predictor.outputImage);
- }
-
- private void onUnloadModel() {
- if (predictor != null) {
- predictor.releaseModel();
- }
- }
-}
diff --git a/deploy/android_demo/app/src/main/java/com/baidu/paddle/lite/demo/ocr/OCRPredictorNative.java b/deploy/android_demo/app/src/main/java/com/baidu/paddle/lite/demo/ocr/OCRPredictorNative.java
deleted file mode 100644
index 2e78a3ece9..0000000000
--- a/deploy/android_demo/app/src/main/java/com/baidu/paddle/lite/demo/ocr/OCRPredictorNative.java
+++ /dev/null
@@ -1,100 +0,0 @@
-package com.baidu.paddle.lite.demo.ocr;
-
-import android.graphics.Bitmap;
-import android.util.Log;
-
-import java.util.ArrayList;
-import java.util.concurrent.atomic.AtomicBoolean;
-
-public class OCRPredictorNative {
-
- private static final AtomicBoolean isSOLoaded = new AtomicBoolean();
-
- public static void loadLibrary() throws RuntimeException {
- if (!isSOLoaded.get() && isSOLoaded.compareAndSet(false, true)) {
- try {
- System.loadLibrary("Native");
- } catch (Throwable e) {
- RuntimeException exception = new RuntimeException(
- "Load libNative.so failed, please check it exists in apk file.", e);
- throw exception;
- }
- }
- }
-
- private Config config;
-
- private long nativePointer = 0;
-
- public OCRPredictorNative(Config config) {
- this.config = config;
- loadLibrary();
- nativePointer = init(config.detModelFilename, config.recModelFilename,
- config.cpuThreadNum, config.cpuPower);
- Log.i("OCRPredictorNative", "load success " + nativePointer);
-
- }
-
- public void release() {
- if (nativePointer != 0) {
- nativePointer = 0;
- destory(nativePointer);
- }
- }
-
- public ArrayList
@@ -202,4 +235,4 @@ sh tools/run.sh
### 2.3 注意
-* C++预测默认未开启MKLDNN(`tools/config.txt`中的`use_mkldnn`设置为0)，如果需要使用MKLDNN进行预测加速，则需要将`use_mkldnn`修改为1，同时使用最新版本的Paddle源码编译预测库。在使用MKLDNN进行CPU预测时，如果同时预测多张图像，则会出现内存泄露的问题（不打开MKLDNN则没有该问题），目前该问题正在修复中，临时解决方案为：预测多张图片时，每隔30张图片左右对识别(`CRNNRecognizer`)和检测类(`DBDetector`)重新初始化一次。
+* 在使用Paddle预测库时，推荐使用2.0.0-beta0版本的预测库。
diff --git a/deploy/cpp_infer/readme_en.md b/deploy/cpp_infer/readme_en.md
index ecb29f9b96..8bd76c045b 100644
--- a/deploy/cpp_infer/readme_en.md
+++ b/deploy/cpp_infer/readme_en.md
@@ -107,10 +107,10 @@ make inference_lib_dist
For more compilation parameter options, please refer to the official website of the Paddle C++ inference library:[https://www.paddlepaddle.org.cn/documentation/docs/en/advanced_guide/inference_deployment/inference/build_and_install_lib_en.html](https://www.paddlepaddle.org.cn/documentation/docs/en/advanced_guide/inference_deployment/inference/build_and_install_lib_en.html).
-* After the compilation process, you can see the following files in the folder of `build/fluid_inference_install_dir/`.
+* After the compilation process, you can see the following files in the folder of `build/paddle_inference_install_dir/`.
```
-build/fluid_inference_install_dir/
+build/paddle_inference_install_dir/
|-- CMakeCache.txt
|-- paddle
|-- third_party
@@ -162,7 +162,7 @@ inference/
sh tools/build.sh
```
-具体地，`tools/build.sh`中内容如下。
+Specifically, the content in `tools/build.sh` is as follows.
```shell
OPENCV_DIR=your_opencv_dir
@@ -201,6 +201,40 @@ make -j
sh tools/run.sh
```
+* If you want to orientation classifier to correct the detected boxes, you can set `use_angle_cls` in the file `tools/config.txt` as 1 to enable the function.
+* What's more, Parameters and their meanings in `tools/config.txt` are as follows.
+
+
+```
+use_gpu 0 # Whether to use GPU, 0 means not to use, 1 means to use
+gpu_id 0 # GPU id when use_gpu is 1
+gpu_mem 4000 # GPU memory requested
+cpu_math_library_num_threads 10 # Number of threads when using CPU inference. When machine cores is enough, the large the value, the faster the inference speed
+use_mkldnn 1 # Whether to use mkdlnn library
+use_zero_copy_run 1 # Whether to use use_zero_copy_run for inference
+
+max_side_len 960 # Limit the maximum image height and width to 960
+det_db_thresh 0.3 # Used to filter the binarized image of DB prediction, setting 0.-0.3 has no obvious effect on the result
+det_db_box_thresh 0.5 # DDB post-processing filter box threshold, if there is a missing box detected, it can be reduced as appropriate
+det_db_unclip_ratio 1.6 # Indicates the compactness of the text box, the smaller the value, the closer the text box to the text
+det_model_dir ./inference/det_db # Address of detection inference model
+
+# cls config
+use_angle_cls 0 # Whether to use the direction classifier, 0 means not to use, 1 means to use
+cls_model_dir ./inference/cls # Address of direction classifier inference model
+cls_thresh 0.9 # Score threshold of the direction classifier
+
+# rec config
+rec_model_dir ./inference/rec_crnn # Address of recognition inference model
+char_list_file ../../ppocr/utils/ppocr_keys_v1.txt # dictionary file
+
+# show the detection results
+visualize 1 # Whether to visualize the results，when it is set as 1, The prediction result will be save in the image file `./ocr_vis.png`.
+```
+
+* Multi-language inference is also supported in PaddleOCR, for more details, please refer to part of multi-language dictionaries and models in [recognition tutorial](../../doc/doc_en/recognition_en.md).
+
+
The detection results will be shown on the screen, which is as follows.
@@ -208,6 +242,6 @@ The detection results will be shown on the screen, which is as follows.
-### 2.3 Note
+### 2.3 Notes
-* `MKLDNN` is disabled by default for C++ inference (`use_mkldnn` in `tools/config.txt` is set to 0), if you need to use MKLDNN for inference acceleration, you need to modify `use_mkldnn` to 1, and use the latest version of the Paddle source code to compile the inference library. When using MKLDNN for CPU prediction, if multiple images are predicted at the same time, there will be a memory leak problem (the problem is not present if MKLDNN is disabled). The problem is currently being fixed, and the temporary solution is: when predicting multiple pictures, Re-initialize the recognition (`CRNNRecognizer`) and detection class (`DBDetector`) every 30 pictures or so.
+* Paddle2.0.0-beta0 inference model library is recommanded for this tuturial.
diff --git a/deploy/cpp_infer/src/main.cpp b/deploy/cpp_infer/src/main.cpp
index 1dd33b301e..63da62c7d4 100644
--- a/deploy/cpp_infer/src/main.cpp
+++ b/deploy/cpp_infer/src/main.cpp
@@ -12,6 +12,8 @@
// See the License for the specific language governing permissions and
// limitations under the License.
+#include "glog/logging.h"
+#include "omp.h"
#include "opencv2/core.hpp"
#include "opencv2/imgcodecs.hpp"
#include "opencv2/imgproc.hpp"
@@ -53,17 +55,38 @@ int main(int argc, char **argv) {
config.cpu_math_library_num_threads, config.use_mkldnn,
config.use_zero_copy_run, config.max_side_len, config.det_db_thresh,
config.det_db_box_thresh, config.det_db_unclip_ratio, config.visualize);
+
+ Classifier *cls = nullptr;
+ if (config.use_angle_cls == true) {
+ cls = new Classifier(config.cls_model_dir, config.use_gpu, config.gpu_id,
+ config.gpu_mem, config.cpu_math_library_num_threads,
+ config.use_mkldnn, config.use_zero_copy_run,
+ config.cls_thresh);
+ }
+
CRNNRecognizer rec(config.rec_model_dir, config.use_gpu, config.gpu_id,
config.gpu_mem, config.cpu_math_library_num_threads,
config.use_mkldnn, config.use_zero_copy_run,
config.char_list_file);
+#ifdef USE_MKL
+#pragma omp parallel
+ for (auto i = 0; i < 10; i++) {
+ LOG_IF(WARNING,
+ config.cpu_math_library_num_threads != omp_get_num_threads())
+ << "WARNING! MKL is running on " << omp_get_num_threads()
+ << " threads while cpu_math_library_num_threads is set to "
+ << config.cpu_math_library_num_threads
+ << ". Possible reason could be 1. You have set omp_set_num_threads() "
+ "somewhere; 2. MKL is not linked properly";
+ }
+#endif
+
auto start = std::chrono::system_clock::now();
std::vector