Merge remote-tracking branch 'upstream/develop' into develop

merge from PaddleOCR newer commit

PPOCRLabel/README.md

@@ -0,0 +1,80 @@
+# 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。
+
+<img src="./data/gif/steps.gif" width="100%"/>
+
+## 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
+
+下载安装[Anaconda](https://www.anaconda.com/download/#download) (Python 3+)
+
+```
+conda install pyqt=5
+cd ./PPOCRLabel # 将目录切换到PPOCRLabel文件夹下
+pyrcc5 -o libs/resources.py resources.qrc
+python PPOCRLabel.py
+```
+
+#### Ubuntu Linux
+
+```
+sudo apt-get install pyqt5-dev-tools
+sudo apt-get install trash-cli
+cd ./PPOCRLabel # 将目录切换到PPOCRLabel文件夹下
+sudo pip3 install -r requirements/requirements-linux-python3.txt
+make qt5py3
+python3 PPOCRLabel.py
+```
+
+#### 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
+make qt5py3
+python3 PPOCRLabel.py
+```
+
+## 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<sup>[1]</sup>.
+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<sup>[2]</sup>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<sup>[3]</sup>。
+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. 保存：点击 “保存”，图片状态切换为 “√”，跳转至下一张。
+9. 删除：点击 “删除图像”，图片将会被删除至回收站。
+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<sup>[4]</sup>。
+
+### 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“PaddleOCR” - "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。   |
+
+### 参考资料
+
+1.[Tzutalin. LabelImg. Git code (2015)](https://github.com/tzutalin/labelImg)

PPOCRLabel/build-tools/.gitignore

@@ -0,0 +1,12 @@
+*.spec
+build
+dist
+pyinstaller
+python-2.*
+pywin32*
+virtual-wine
+venv_wine
+PyQt4-*
+lxml-*
+windows_v*
+linux_v*

PPOCRLabel/build-tools/README.md

@@ -0,0 +1,35 @@
+### Deploy to PyPI
+
+```
+cd [ROOT]
+sh build-tools/build-for-pypi.sh
+```
+
+### Build for Ubuntu
+
+```
+cd build-tools
+sh run-in-container.sh
+sh envsetup.sh
+sh build-ubuntu-binary.sh
+```
+
+### Build for Windows
+
+```
+cd build-tools
+sh run-in-container.sh
+sh envsetup.sh
+sh build-windows-binary.sh
+```
+
+### Build for macOS High Sierra
+```
+cd build-tools
+./build-for-macos.sh
+```
+
+Note: If there are some problems, try to
+```
+sudo rm -rf virtual-wne venv_wine
+```

PPOCRLabel/build-tools/build-for-macos.sh

@@ -0,0 +1,30 @@
+#!/bin/sh
+
+brew install python@2
+pip install --upgrade virtualenv
+
+# clone labelimg source
+rm -rf /tmp/labelImgSetup
+mkdir /tmp/labelImgSetup
+cd /tmp/labelImgSetup
+curl https://codeload.github.com/tzutalin/labelImg/zip/master --output labelImg.zip
+unzip labelImg.zip
+rm labelImg.zip
+
+# setup python3 space
+virtualenv --system-site-packages  -p python3 /tmp/labelImgSetup/labelImg-py3
+source /tmp/labelImgSetup/labelImg-py3/bin/activate
+cd labelImg-master
+
+# build labelImg app
+pip install py2app
+pip install PyQt5 lxml
+make qt5py3
+rm -rf build dist
+python setup.py py2app -A
+mv "/tmp/labelImgSetup/labelImg-master/dist/labelImg.app" /Applications
+# deactivate python3
+deactivate
+cd ../
+rm -rf /tmp/labelImgSetup
+echo 'DONE'

PPOCRLabel/build-tools/build-for-pypi.sh

@@ -0,0 +1,17 @@
+#!/bin/sh
+# Packaging and Release
+docker run --workdir=$(pwd)/ --volume="/home/$USER:/home/$USER" tzutalin/py2qt4 /bin/sh -c 'make qt4py2; make test;sudo python setup.py sdist;sudo python setup.py install'
+
+while true; do
+    read -p "Do you wish to deploy this to PyPI(twine upload dist/* or pip install dist/*)?" yn
+    case $yn in
+        [Yy]* ) docker run -it --rm --workdir=$(pwd)/ --volume="/home/$USER:/home/$USER" tzutalin/py2qt4; break;;
+        [Nn]* ) exit;;
+        * ) echo "Please answer yes or no.";;
+    esac
+done
+# python setup.py register
+# python setup.py sdist upload
+# Net pypi: twine upload dist/*
+
+# Test before upladoing: pip install dist/labelImg.tar.gz

PPOCRLabel/build-tools/build-ubuntu-binary.sh

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+#!/bin/bash
+### Ubuntu use pyinstall v3.0
+THIS_SCRIPT_PATH=`readlink -f $0`
+THIS_SCRIPT_DIR=`dirname ${THIS_SCRIPT_PATH}`
+cd pyinstaller
+git checkout v3.2
+cd ${THIS_SCRIPT_DIR}
+
+rm -r build
+rm -r dist
+rm labelImg.spec
+python pyinstaller/pyinstaller.py --hidden-import=xml \
+            --hidden-import=xml.etree \
+            --hidden-import=xml.etree.ElementTree \
+            --hidden-import=lxml.etree \
+             -D -F -n labelImg -c "../labelImg.py" -p ../libs -p ../
+
+FOLDER=$(git describe --abbrev=0 --tags)
+FOLDER="linux_"$FOLDER
+rm -rf "$FOLDER"
+mkdir "$FOLDER"
+cp dist/labelImg $FOLDER
+cp -rf ../data $FOLDER/data
+zip "$FOLDER.zip" -r $FOLDER

PPOCRLabel/build-tools/build-windows-binary.sh

@@ -0,0 +1,32 @@
+#!/bin/bash
+### Window requires pyinstall v2.1
+wine msiexec -i python-2.7.8.msi
+wine pywin32-218.win32-py2.7.exe
+wine PyQt4-4.11.4-gpl-Py2.7-Qt4.8.7-x32.exe
+wine lxml-3.7.3.win32-py2.7.exe
+
+THIS_SCRIPT_PATH=`readlink -f $0`
+THIS_SCRIPT_DIR=`dirname ${THIS_SCRIPT_PATH}`
+cd pyinstaller
+git checkout v2.1
+cd ${THIS_SCRIPT_DIR}
+echo ${THIS_SCRIPT_DIR}
+
+#. venv_wine/bin/activate
+rm -r build
+rm -r dist
+rm labelImg.spec
+
+wine c:/Python27/python.exe pyinstaller/pyinstaller.py --hidden-import=xml \
+            --hidden-import=xml.etree \
+            --hidden-import=xml.etree.ElementTree \
+            --hidden-import=lxml.etree \
+             -D -F -n labelImg -c "../labelImg.py" -p ../libs -p ../
+
+FOLDER=$(git describe --abbrev=0 --tags)
+FOLDER="windows_"$FOLDER
+rm -rf "$FOLDER"
+mkdir "$FOLDER"
+cp dist/labelImg.exe $FOLDER
+cp -rf ../data $FOLDER/data
+zip "$FOLDER.zip" -r $FOLDER

PPOCRLabel/build-tools/envsetup.sh

@@ -0,0 +1,53 @@
+#!/bin/sh
+
+THIS_SCRIPT_PATH=`readlink -f $0`
+THIS_SCRIPT_DIR=`dirname ${THIS_SCRIPT_PATH}`
+#OS Ubuntu 14.04
+### Common packages for linux/windows
+if [ ! -e "pyinstaller" ]; then
+    git clone https://github.com/pyinstaller/pyinstaller
+    cd pyinstaller
+    git checkout v2.1 -b v2.1
+    cd ${THIS_SCRIPT_DIR}
+fi
+
+echo "Going to clone and download packages for building windows"
+#Pacakges
+#>  pyinstaller (2.1)
+#>  wine (1.6.2)
+#>  virtual-wine (0.1)
+#>  python-2.7.8.msi
+#>  pywin32-218.win32-py2.7.exe
+
+## tool to install on Ubuntu
+#$ sudo apt-get install wine
+
+### Clone a repo to create virtual wine env
+if [ ! -e "virtual-wine" ]; then
+	git clone https://github.com/htgoebel/virtual-wine.git
+fi
+
+apt-get install scons
+### Create virtual env
+rm -rf venv_wine
+./virtual-wine/vwine-setup venv_wine
+#### Active virutal env
+. venv_wine/bin/activate
+
+### Use wine to install packages to virtual env
+if [ ! -e "python-2.7.8.msi" ]; then
+    wget "https://www.python.org/ftp/python/2.7.8/python-2.7.8.msi"
+fi
+
+if [ ! -e "pywin32-218.win32-py2.7.exe" ]; then
+    wget "http://nchc.dl.sourceforge.net/project/pywin32/pywin32/Build%20218/pywin32-218.win32-py2.7.exe"
+fi
+
+if [ ! -e "PyQt4-4.11.4-gpl-Py2.7-Qt4.8.7-x32.exe" ]; then
+    wget "http://nchc.dl.sourceforge.net/project/pyqt/PyQt4/PyQt-4.11.4/PyQt4-4.11.4-gpl-Py2.7-Qt4.8.7-x32.exe"
+fi
+
+if [ ! -e "lxml-3.7.3.win32-py2.7.exe" ]; then
+    wget "https://pypi.python.org/packages/a3/f6/a28c5cf63873f6c55a3eb7857b736379229b85ba918261d2e88cf886905e/lxml-3.7.3.win32-py2.7.exe#md5=a0f746355876aca4ca5371cb0f1d13ce"
+fi
+

PPOCRLabel/build-tools/run-in-container.sh

@@ -0,0 +1,13 @@
+#!/bin/sh
+docker run -it \
+    --user $(id -u) \
+    -e DISPLAY=unix$DISPLAY \
+    --workdir=$(pwd) \
+    --volume="/home/$USER:/home/$USER" \
+    --volume="/etc/group:/etc/group:ro" \
+    --volume="/etc/passwd:/etc/passwd:ro" \
+    --volume="/etc/shadow:/etc/shadow:ro" \
+    --volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
+    -v /tmp/.X11-unix:/tmp/.X11-unix \
+    tzutalin/py2qt4
+

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)

PPOCRLabel/libs/__init__.py

@@ -0,0 +1,2 @@
+__version_info__ = ('1', '0', '0')
+__version__ = '.'.join(__version_info__)

PPOCRLabel/libs/autoDialog.py

@@ -0,0 +1,150 @@
+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
+
+    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:
+                        for res in self.result_dic:
+                            chars = res[1][0]
+                            cond = res[1][1]
+                            posi = res[0]
+                            self.listValue.emit("文字:" + chars + " 置信度:" + str(cond) + " 坐标:" + json.dumps(posi))
+                        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()

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

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)

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'

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

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))

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()

PPOCRLabel/libs/labelFile.py

@@ -0,0 +1,152 @@
+# Copyright (c) 2016 Tzutalin
+# Create by TzuTaLin <tzu.ta.lin@gmail.com>
+
+try:
+    from PyQt5.QtGui import QImage
+except ImportError:
+    from PyQt4.QtGui import QImage
+
+from base64 import b64encode, b64decode
+from libs.pascal_voc_io import PascalVocWriter
+from libs.yolo_io import YOLOWriter
+from libs.pascal_voc_io import XML_EXT
+from enum import Enum
+import os.path
+import sys
+
+
+class LabelFileFormat(Enum):
+    PASCAL_VOC= 1
+    YOLO = 2
+
+
+class LabelFileError(Exception):
+    pass
+
+
+class LabelFile(object):
+    # It might be changed as window creates. By default, using XML ext
+    # suffix = '.lif'
+    suffix = XML_EXT
+
+    def __init__(self, filename=None):
+        self.shapes = ()
+        self.imagePath = None
+        self.imageData = None
+        self.verified = False
+
+    def savePascalVocFormat(self, filename, shapes, imagePath, imageData,
+                            lineColor=None, fillColor=None, databaseSrc=None):
+        imgFolderPath = os.path.dirname(imagePath)
+        imgFolderName = os.path.split(imgFolderPath)[-1]
+        imgFileName = os.path.basename(imagePath)
+        #imgFileNameWithoutExt = os.path.splitext(imgFileName)[0]
+        # Read from file path because self.imageData might be empty if saving to
+        # Pascal format
+        image = QImage()
+        image.load(imagePath)
+        imageShape = [image.height(), image.width(),
+                      1 if image.isGrayscale() else 3]
+        writer = PascalVocWriter(imgFolderName, imgFileName,
+                                 imageShape, localImgPath=imagePath)
+        writer.verified = self.verified
+
+        for shape in shapes:
+            points = shape['points']
+            label = shape['label']
+            # Add Chris
+            difficult = int(shape['difficult'])
+            bndbox = LabelFile.convertPoints2BndBox(points)
+            writer.addBndBox(bndbox[0], bndbox[1], bndbox[2], bndbox[3], label, difficult)
+
+        writer.save(targetFile=filename)
+        return
+
+    def saveYoloFormat(self, filename, shapes, imagePath, imageData, classList,
+                            lineColor=None, fillColor=None, databaseSrc=None):
+        imgFolderPath = os.path.dirname(imagePath)
+        imgFolderName = os.path.split(imgFolderPath)[-1]
+        imgFileName = os.path.basename(imagePath)
+        #imgFileNameWithoutExt = os.path.splitext(imgFileName)[0]
+        # Read from file path because self.imageData might be empty if saving to
+        # Pascal format
+        image = QImage()
+        image.load(imagePath)
+        imageShape = [image.height(), image.width(),
+                      1 if image.isGrayscale() else 3]
+        writer = YOLOWriter(imgFolderName, imgFileName,
+                                 imageShape, localImgPath=imagePath)
+        writer.verified = self.verified
+
+        for shape in shapes:
+            points = shape['points']
+            label = shape['label']
+            # Add Chris
+            difficult = int(shape['difficult'])
+            bndbox = LabelFile.convertPoints2BndBox(points)
+            writer.addBndBox(bndbox[0], bndbox[1], bndbox[2], bndbox[3], label, difficult)
+
+        writer.save(targetFile=filename, classList=classList)
+        return
+
+    def toggleVerify(self):
+        self.verified = not self.verified
+
+    ''' ttf is disable
+    def load(self, filename):
+        import json
+        with open(filename, 'rb') as f:
+                data = json.load(f)
+                imagePath = data['imagePath']
+                imageData = b64decode(data['imageData'])
+                lineColor = data['lineColor']
+                fillColor = data['fillColor']
+                shapes = ((s['label'], s['points'], s['line_color'], s['fill_color'])\
+                        for s in data['shapes'])
+                # Only replace data after everything is loaded.
+                self.shapes = shapes
+                self.imagePath = imagePath
+                self.imageData = imageData
+                self.lineColor = lineColor
+                self.fillColor = fillColor
+
+    def save(self, filename, shapes, imagePath, imageData, lineColor=None, fillColor=None):
+        import json
+        with open(filename, 'wb') as f:
+                json.dump(dict(
+                    shapes=shapes,
+                    lineColor=lineColor, fillColor=fillColor,
+                    imagePath=imagePath,
+                    imageData=b64encode(imageData)),
+                    f, ensure_ascii=True, indent=2)
+    '''
+
+    @staticmethod
+    def isLabelFile(filename):
+        fileSuffix = os.path.splitext(filename)[1].lower()
+        return fileSuffix == LabelFile.suffix
+
+    @staticmethod
+    def convertPoints2BndBox(points):
+        xmin = float('inf')
+        ymin = float('inf')
+        xmax = float('-inf')
+        ymax = float('-inf')
+        for p in points:
+            x = p[0]
+            y = p[1]
+            xmin = min(x, xmin)
+            ymin = min(y, ymin)
+            xmax = max(x, xmax)
+            ymax = max(y, ymax)
+
+        # Martin Kersner, 2015/11/12
+        # 0-valued coordinates of BB caused an error while
+        # training faster-rcnn object detector.
+        if xmin < 1:
+            xmin = 1
+
+        if ymin < 1:
+            ymin = 1
+
+        return (int(xmin), int(ymin), int(xmax), int(ymax))

PPOCRLabel/libs/pascal_voc_io.py

@@ -0,0 +1,183 @@
+# 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 sys
+from xml.etree import ElementTree
+from xml.etree.ElementTree import Element, SubElement
+from lxml import etree
+import codecs
+from libs.constants import DEFAULT_ENCODING
+from libs.ustr import ustr
+
+
+XML_EXT = '.xml'
+ENCODE_METHOD = DEFAULT_ENCODING
+
+class PascalVocWriter:
+
+    def __init__(self, foldername, filename, imgSize,databaseSrc='Unknown', localImgPath=None):
+        self.foldername = foldername
+        self.filename = filename
+        self.databaseSrc = databaseSrc
+        self.imgSize = imgSize
+        self.boxlist = []
+        self.localImgPath = localImgPath
+        self.verified = False
+
+    def prettify(self, elem):
+        """
+            Return a pretty-printed XML string for the Element.
+        """
+        rough_string = ElementTree.tostring(elem, 'utf8')
+        root = etree.fromstring(rough_string)
+        return etree.tostring(root, pretty_print=True, encoding=ENCODE_METHOD).replace("  ".encode(), "\t".encode())
+        # minidom does not support UTF-8
+        '''reparsed = minidom.parseString(rough_string)
+        return reparsed.toprettyxml(indent="\t", encoding=ENCODE_METHOD)'''
+
+    def genXML(self):
+        """
+            Return XML root
+        """
+        # Check conditions
+        if self.filename is None or \
+                self.foldername is None or \
+                self.imgSize is None:
+            return None
+
+        top = Element('annotation')
+        if self.verified:
+            top.set('verified', 'yes')
+
+        folder = SubElement(top, 'folder')
+        folder.text = self.foldername
+
+        filename = SubElement(top, 'filename')
+        filename.text = self.filename
+
+        if self.localImgPath is not None:
+            localImgPath = SubElement(top, 'path')
+            localImgPath.text = self.localImgPath
+
+        source = SubElement(top, 'source')
+        database = SubElement(source, 'database')
+        database.text = self.databaseSrc
+
+        size_part = SubElement(top, 'size')
+        width = SubElement(size_part, 'width')
+        height = SubElement(size_part, 'height')
+        depth = SubElement(size_part, 'depth')
+        width.text = str(self.imgSize[1])
+        height.text = str(self.imgSize[0])
+        if len(self.imgSize) == 3:
+            depth.text = str(self.imgSize[2])
+        else:
+            depth.text = '1'
+
+        segmented = SubElement(top, 'segmented')
+        segmented.text = '0'
+        return top
+
+    def addBndBox(self, xmin, ymin, xmax, ymax, name, difficult):
+        bndbox = {'xmin': xmin, 'ymin': ymin, 'xmax': xmax, 'ymax': ymax}
+        bndbox['name'] = name
+        bndbox['difficult'] = difficult
+        self.boxlist.append(bndbox)
+
+    def appendObjects(self, top):
+        for each_object in self.boxlist:
+            object_item = SubElement(top, 'object')
+            name = SubElement(object_item, 'name')
+            name.text = ustr(each_object['name'])
+            pose = SubElement(object_item, 'pose')
+            pose.text = "Unspecified"
+            truncated = SubElement(object_item, 'truncated')
+            if int(float(each_object['ymax'])) == int(float(self.imgSize[0])) or (int(float(each_object['ymin']))== 1):
+                truncated.text = "1" # max == height or min
+            elif (int(float(each_object['xmax']))==int(float(self.imgSize[1]))) or (int(float(each_object['xmin']))== 1):
+                truncated.text = "1" # max == width or min
+            else:
+                truncated.text = "0"
+            difficult = SubElement(object_item, 'difficult')
+            difficult.text = str( bool(each_object['difficult']) & 1 )
+            bndbox = SubElement(object_item, 'bndbox')
+            xmin = SubElement(bndbox, 'xmin')
+            xmin.text = str(each_object['xmin'])
+            ymin = SubElement(bndbox, 'ymin')
+            ymin.text = str(each_object['ymin'])
+            xmax = SubElement(bndbox, 'xmax')
+            xmax.text = str(each_object['xmax'])
+            ymax = SubElement(bndbox, 'ymax')
+            ymax.text = str(each_object['ymax'])
+
+    def save(self, targetFile=None):
+        root = self.genXML()
+        self.appendObjects(root)
+        out_file = None
+        if targetFile is None:
+            out_file = codecs.open(
+                self.filename + XML_EXT, 'w', encoding=ENCODE_METHOD)
+        else:
+            out_file = codecs.open(targetFile, 'w', encoding=ENCODE_METHOD)
+
+        prettifyResult = self.prettify(root)
+        out_file.write(prettifyResult.decode('utf8'))
+        out_file.close()
+
+
+class PascalVocReader:
+
+    def __init__(self, filepath):
+        # shapes type:
+        # [labbel, [(x1,y1), (x2,y2), (x3,y3), (x4,y4)], color, color, difficult]
+        self.shapes = []
+        self.filepath = filepath
+        self.verified = False
+        try:
+            self.parseXML()
+        except:
+            pass
+
+    def getShapes(self):
+        return self.shapes
+
+    def addShape(self, label, bndbox, difficult):
+        xmin = int(float(bndbox.find('xmin').text))
+        ymin = int(float(bndbox.find('ymin').text))
+        xmax = int(float(bndbox.find('xmax').text))
+        ymax = int(float(bndbox.find('ymax').text))
+        points = [(xmin, ymin), (xmax, ymin), (xmax, ymax), (xmin, ymax)]
+        self.shapes.append((label, points, None, None, difficult))
+
+    def parseXML(self):
+        assert self.filepath.endswith(XML_EXT), "Unsupport file format"
+        parser = etree.XMLParser(encoding=ENCODE_METHOD)
+        xmltree = ElementTree.parse(self.filepath, parser=parser).getroot()
+        filename = xmltree.find('filename').text
+        try:
+            verified = xmltree.attrib['verified']
+            if verified == 'yes':
+                self.verified = True
+        except KeyError:
+            self.verified = False
+
+        for object_iter in xmltree.findall('object'):
+            bndbox = object_iter.find("bndbox")
+            label = object_iter.find('name').text
+            # Add chris
+            difficult = False
+            if object_iter.find('difficult') is not None:
+                difficult = bool(int(object_iter.find('difficult').text))
+            self.addShape(label, bndbox, difficult)
+        return True

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

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

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()

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)

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

PPOCRLabel/libs/utils.py

@@ -0,0 +1,167 @@
+# 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 '<b>%s</b>+<b>%s</b>' % (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 steps():
+    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"
+    return msg

PPOCRLabel/libs/yolo_io.py

@@ -0,0 +1,146 @@
+#!/usr/bin/env python
+# -*- coding: utf8 -*-
+import sys
+import os
+from xml.etree import ElementTree
+from xml.etree.ElementTree import Element, SubElement
+from lxml import etree
+import codecs
+from libs.constants import DEFAULT_ENCODING
+
+TXT_EXT = '.txt'
+ENCODE_METHOD = DEFAULT_ENCODING
+
+class YOLOWriter:
+
+    def __init__(self, foldername, filename, imgSize, databaseSrc='Unknown', localImgPath=None):
+        self.foldername = foldername
+        self.filename = filename
+        self.databaseSrc = databaseSrc
+        self.imgSize = imgSize
+        self.boxlist = []
+        self.localImgPath = localImgPath
+        self.verified = False
+
+    def addBndBox(self, xmin, ymin, xmax, ymax, name, difficult):
+        bndbox = {'xmin': xmin, 'ymin': ymin, 'xmax': xmax, 'ymax': ymax}
+        bndbox['name'] = name
+        bndbox['difficult'] = difficult
+        self.boxlist.append(bndbox)
+
+    def BndBox2YoloLine(self, box, classList=[]):
+        xmin = box['xmin']
+        xmax = box['xmax']
+        ymin = box['ymin']
+        ymax = box['ymax']
+
+        xcen = float((xmin + xmax)) / 2 / self.imgSize[1]
+        ycen = float((ymin + ymax)) / 2 / self.imgSize[0]
+
+        w = float((xmax - xmin)) / self.imgSize[1]
+        h = float((ymax - ymin)) / self.imgSize[0]
+
+        # PR387
+        boxName = box['name']
+        if boxName not in classList:
+            classList.append(boxName)
+
+        classIndex = classList.index(boxName)
+
+        return classIndex, xcen, ycen, w, h
+
+    def save(self, classList=[], targetFile=None):
+
+        out_file = None #Update yolo .txt
+        out_class_file = None   #Update class list .txt
+
+        if targetFile is None:
+            out_file = open(
+            self.filename + TXT_EXT, 'w', encoding=ENCODE_METHOD)
+            classesFile = os.path.join(os.path.dirname(os.path.abspath(self.filename)), "classes.txt")
+            out_class_file = open(classesFile, 'w')
+
+        else:
+            out_file = codecs.open(targetFile, 'w', encoding=ENCODE_METHOD)
+            classesFile = os.path.join(os.path.dirname(os.path.abspath(targetFile)), "classes.txt")
+            out_class_file = open(classesFile, 'w')
+
+
+        for box in self.boxlist:
+            classIndex, xcen, ycen, w, h = self.BndBox2YoloLine(box, classList)
+            # print (classIndex, xcen, ycen, w, h)
+            out_file.write("%d %.6f %.6f %.6f %.6f\n" % (classIndex, xcen, ycen, w, h))
+
+        # print (classList)
+        # print (out_class_file)
+        for c in classList:
+            out_class_file.write(c+'\n')
+
+        out_class_file.close()
+        out_file.close()
+
+
+
+class YoloReader:
+
+    def __init__(self, filepath, image, classListPath=None):
+        # shapes type:
+        # [labbel, [(x1,y1), (x2,y2), (x3,y3), (x4,y4)], color, color, difficult]
+        self.shapes = []
+        self.filepath = filepath
+
+        if classListPath is None:
+            dir_path = os.path.dirname(os.path.realpath(self.filepath))
+            self.classListPath = os.path.join(dir_path, "classes.txt")
+        else:
+            self.classListPath = classListPath
+
+        # print (filepath, self.classListPath)
+
+        classesFile = open(self.classListPath, 'r')
+        self.classes = classesFile.read().strip('\n').split('\n')
+
+        # print (self.classes)
+
+        imgSize = [image.height(), image.width(),
+                      1 if image.isGrayscale() else 3]
+
+        self.imgSize = imgSize
+
+        self.verified = False
+        # try:
+        self.parseYoloFormat()
+        # except:
+            # pass
+
+    def getShapes(self):
+        return self.shapes
+
+    def addShape(self, label, xmin, ymin, xmax, ymax, difficult):
+
+        points = [(xmin, ymin), (xmax, ymin), (xmax, ymax), (xmin, ymax)]
+        self.shapes.append((label, points, None, None, difficult))
+
+    def yoloLine2Shape(self, classIndex, xcen, ycen, w, h):
+        label = self.classes[int(classIndex)]
+
+        xmin = max(float(xcen) - float(w) / 2, 0)
+        xmax = min(float(xcen) + float(w) / 2, 1)
+        ymin = max(float(ycen) - float(h) / 2, 0)
+        ymax = min(float(ycen) + float(h) / 2, 1)
+
+        xmin = int(self.imgSize[1] * xmin)
+        xmax = int(self.imgSize[1] * xmax)
+        ymin = int(self.imgSize[0] * ymin)
+        ymax = int(self.imgSize[0] * ymax)
+
+        return label, xmin, ymin, xmax, ymax
+
+    def parseYoloFormat(self):
+        bndBoxFile = open(self.filepath, 'r')
+        for bndBox in bndBoxFile:
+            classIndex, xcen, ycen, w, h = bndBox.strip().split(' ')
+            label, xmin, ymin, xmax, ymax = self.yoloLine2Shape(classIndex, xcen, ycen, w, h)
+
+            # Caveat: difficult flag is discarded when saved as yolo format.
+            self.addShape(label, xmin, ymin, xmax, ymax, False)

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)

PPOCRLabel/requirements/requirements-linux-python3.txt

@@ -0,0 +1,2 @@
+pyqt5==5.10.1
+lxml==4.2.4

PPOCRLabel/resources.qrc

@@ -0,0 +1,40 @@
+<!DOCTYPE RCC><RCC version="1.0">
+<qresource>
+
+<file alias="help">resources/icons/help.png</file>
+<file alias="app">resources/icons/app.png</file>
+<file alias="Auto">resources/icons/Auto.png</file>
+<file alias="reRec">resources/icons/reRec.png</file>
+<file alias="expert">resources/icons/expert2.png</file>
+<file alias="done">resources/icons/done.png</file>
+<file alias="file">resources/icons/file.png</file>
+<file alias="labels">resources/icons/labels.png</file>
+<file alias="new">resources/icons/objects.png</file>
+<file alias="close">resources/icons/close.png</file>
+<file alias="fit-width">resources/icons/fit-width.png</file>
+<file alias="fit-window">resources/icons/fit-window.png</file>
+<file alias="undo">resources/icons/undo.png</file>
+<file alias="hide">resources/icons/eye.png</file>
+<file alias="quit">resources/icons/quit.png</file>
+<file alias="copy">resources/icons/copy.png</file>
+<file alias="edit">resources/icons/edit.png</file>
+<file alias="open">resources/icons/open.png</file>
+<file alias="save">resources/icons/save.png</file>
+<file alias="format_voc">resources/icons/format_voc.png</file>
+<file alias="format_yolo">resources/icons/format_yolo.png</file>
+<file alias="save-as">resources/icons/save-as.png</file>
+<file alias="color">resources/icons/color.png</file>
+<file alias="color_line">resources/icons/color_line.png</file>
+<file alias="zoom">resources/icons/zoom.png</file>
+<file alias="zoom-in">resources/icons/zoom-in.png</file>
+<file alias="zoom-out">resources/icons/zoom-out.png</file>
+<file alias="delete">resources/icons/cancel.png</file>
+<file alias="next">resources/icons/next.png</file>
+<file alias="prev">resources/icons/prev.png</file>
+<file alias="resetall">resources/icons/resetall.png</file>
+<file alias="verify">resources/icons/verify.png</file>
+<file alias="strings">resources/strings/strings.properties</file>
+<file alias="strings-zh-TW">resources/strings/strings-zh-TW.properties</file>
+<file alias="strings-zh-CN">resources/strings/strings-zh-CN.properties</file>
+</qresource>
+</RCC>

PPOCRLabel/resources/icons/app.svg

@@ -0,0 +1 @@
+<?xml version="1.0" standalone="no"?><!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg t="1605840513947" class="icon" viewBox="0 0 1036 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="570" xmlns:xlink="http://www.w3.org/1999/xlink" width="202.34375" height="200"><defs><style type="text/css"></style></defs><path d="M938.74776 69.162438L893.455144 52.837457a67.26383 67.26383 0 1 0-20.007307 64.317969l42.469499 15.465771c28.722146 10.433258 53.516478 49.097686 53.516478 83.466066v598.869028c0 34.000148-24.548843 72.664576-53.639223 82.729601l-38.296195 13.501863a67.26383 67.26383 0 1 0 14.115585 66.650109l46.397313-16.447724c55.60313-19.51633 98.195372-83.711555 98.195373-146.311105V216.210008c0-62.354061-42.960475-126.917519-98.195373-147.293059zM222.16703 888.971053a66.895597 66.895597 0 0 0-52.166292 24.548843L121.516773 897.440403A89.1123 89.1123 0 0 1 67.26383 822.443688V208.722611a89.97151 89.97151 0 0 1 54.252943-76.101414l51.920803-18.657121a67.632063 67.632063 0 1 0-15.465771-65.913643L98.195372 69.285182A157.358084 157.358084 0 0 0 0 208.722611v613.721077a156.253386 156.253386 0 0 0 99.30007 138.332731L159.56748 982.011168a67.509318 67.509318 0 1 0 62.59955-93.040115z" fill="#444444" p-id="571"></path><path d="M426.29066 572.413721l86.780161-205.105584 91.935417 205.105584z m282.311696 230.759125h119.798354l-267.58239-592.854561-98.195372 1.104698-251.625642 592.118096 118.079936-1.350187L380.507068 680.183142h272.492158l55.112153 122.744215z" fill="#444444" p-id="572"></path></svg>

PPOCRLabel/resources/icons/done.svg

@@ -0,0 +1,400 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 20010904//EN"
+"http://www.w3.org/TR/2001/REC-SVG-20010904/DTD/svg10.dtd">
+<!-- Created with Sodipodi ("http://www.sodipodi.com/") -->
+<svg
+   width="48pt"
+   height="48pt"
+   viewBox="0 0 256 256"
+   style="overflow:visible;enable-background:new 0 0 256 256"
+   xml:space="preserve"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:xap="http://ns.adobe.com/xap/1.0/"
+   xmlns:xapGImg="http://ns.adobe.com/xap/1.0/g/img/"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+   xmlns:xml="http://www.w3.org/XML/1998/namespace"
+   xmlns:xapMM="http://ns.adobe.com/xap/1.0/mm/"
+   xmlns:pdf="http://ns.adobe.com/pdf/1.3/"
+   xmlns:dc="http://purl.org/dc/elements/1.1/"
+   xmlns:a="http://ns.adobe.com/AdobeSVGViewerExtensions/3.0/"
+   xmlns:x="adobe:ns:meta/"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:xlink="http://www.w3.org/1999/xlink"
+   id="svg548"
+   sodipodi:version="0.32"
+   sodipodi:docname="/home/david/Desktop/action/button_ok.svg"
+   sodipodi:docbase="/home/david/Desktop/action/">
+  <defs
+     id="defs584">
+    <linearGradient
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+         offset="1"
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+         offset="0"
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+         offset="1"
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+         offset="0"
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+       style="fill:url(#XMLID_5_);"
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+         offset="1"
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+    <polyline
+       id="_x3C_Slice_x3E_"
+       style="fill:none;"
+       points="0,48 0,0 48,0 48,48 " />
+  </g>
+</svg>

PPOCRLabel/resources/strings/strings-zh-CN.properties

@@ -0,0 +1,90 @@
+saveAsDetail=將标签保存到其他文件
+changeSaveDir=改变存放目录
+openFile=打开文件
+shapeLineColorDetail=更改线条颜色
+resetAll=重置界面与保存地址
+crtBox=矩形标注
+crtBoxDetail=创建一个新的区块
+dupBoxDetail=复制区块
+verifyImg=验证图像
+zoominDetail=放大
+verifyImgDetail=验证图像
+saveDetail=保存标签文件
+openFileDetail=打开图像文件
+fitWidthDetail=调整宽度适应到窗口宽度
+tutorial=PaddleOCR地址
+editLabel=编辑标签
+openAnnotationDetail=打开标签文件
+quit=退出
+shapeFillColorDetail=更改填充颜色
+closeCurDetail=关闭当前文件
+closeCur=关闭文件
+deleteImg=删除图像
+deleteImgDetail=删除当前图像
+fitWin=调整到窗口大小
+delBox=删除选择的区块
+boxLineColorDetail=选择线框颜色
+originalsize=原始大小
+resetAllDetail=重置所有设定
+zoomoutDetail=放大画面
+save=保存
+saveAs=另存为
+fitWinDetail=缩放到当前窗口大小
+openDir=打开目录
+copyPrevBounding=复制当前图像中的上一个边界框
+showHide=显示/隐藏标签
+changeSaveFormat=更改存储格式
+shapeFillColor=填充颜色
+quitApp=退出程序
+dupBox=复制区块
+delBoxDetail=删除区块
+zoomin=放大画面
+info=信息
+openAnnotation=开启标签
+prevImgDetail=上一个图像
+fitWidth=缩放到跟当前画面一样宽
+zoomout=缩小画面
+changeSavedAnnotationDir=更改保存标签文件的预设目录
+nextImgDetail=下一个图像
+originalsizeDetail=放大到原始大小
+prevImg=上一张
+tutorialDetail=显示示范内容
+shapeLineColor=形状线条颜色
+boxLineColor=区块线条颜色
+editLabelDetail=修改当前所选的区块颜色
+nextImg=下一张
+useDefaultLabel=使用预设标签
+useDifficult=有难度的
+boxLabelText=区块的标签
+labels=标签
+autoSaveMode=自动保存模式
+singleClsMode=单一类别模式
+displayLabel=显示类别
+fileList=文件列表
+files=文件
+advancedMode=专家模式
+advancedModeDetail=切换到专家模式
+showAllBoxDetail=显示所有区块
+hideAllBoxDetail=隐藏所有区块
+annoPanel=标注面板
+anno=标注
+addNewBbox=新框
+reLabel=重标注
+choosemodel=选择模型
+tipchoosemodel=选择OCR模型
+ImageResize=图片缩放
+IR=图片缩放
+autoRecognition=自动标注
+reRecognition=重新识别
+mfile=文件
+medit=编辑
+mview=视图
+mhelp=帮助
+iconList=缩略图
+detectionBoxposition=检测框位置
+recognitionResult=识别结果
+creatPolygon=四点标注
+drawSquares=正方形标注
+saveRec=保存识别结果
+tempLabel=待识别
+steps=操作步骤

PPOCRLabel/resources/strings/strings-zh-TW.properties

@@ -0,0 +1,70 @@
+saveAsDetail=將標籤保存到其他文件
+changeSaveDir=改變存放目錄
+openFile=開啟檔案
+shapeLineColorDetail=更改線條顏色
+resetAll=重置
+crtBox=創建區塊
+crtBoxDetail=畫一個區塊
+dupBoxDetail=複製區塊
+verifyImg=驗證圖像
+zoominDetail=放大
+verifyImgDetail=驗證圖像
+saveDetail=將標籤存到
+openFileDetail=打開圖像
+fitWidthDetail=調整到窗口寬度
+tutorial=YouTube教學
+editLabel=編輯標籤
+openAnnotationDetail=打開標籤文件
+quit=結束
+shapeFillColorDetail=更改填充顏色
+closeCurDetail=關閉目前檔案
+closeCur=關閉
+deleteImg=刪除圖像
+deleteImgDetail=刪除目前圖像
+fitWin=調整到跟窗口一樣大小
+delBox=刪除選取區塊
+boxLineColorDetail=選擇框線顏色
+originalsize=原始大小
+resetAllDetail=重設所有設定
+zoomoutDetail=畫面放大
+save=儲存
+saveAs=另存為
+fitWinDetail=縮放到窗口一樣
+openDir=開啟目錄
+copyPrevBounding=複製當前圖像中的上一個邊界框
+showHide=顯示/隱藏標籤
+changeSaveFormat=更改儲存格式
+shapeFillColor=填充顏色
+quitApp=離開本程式
+dupBox=複製區塊
+delBoxDetail=刪除區塊
+zoomin=放大畫面
+info=資訊
+openAnnotation=開啟標籤
+prevImgDetail=上一個圖像
+fitWidth=縮放到跟畫面一樣寬
+zoomout=縮小畫面
+changeSavedAnnotationDir=更改預設標籤存的目錄
+nextImgDetail=下一個圖像
+originalsizeDetail=放大到原始大小
+prevImg=上一個圖像
+tutorialDetail=顯示示範內容
+shapeLineColor=形狀線條顏色
+boxLineColor=日期分隔線顏色
+editLabelDetail=修改所選區塊的標籤
+nextImg=下一張圖片
+useDefaultLabel=使用預設標籤
+useDifficult=有難度的
+boxLabelText=區塊的標籤
+labels=標籤
+autoSaveMode=自動儲存模式
+singleClsMode=單一類別模式
+displayLabel=顯示類別
+fileList=檔案清單
+files=檔案
+iconList=XX
+icon=XX
+advancedMode=進階模式
+advancedModeDetail=切到進階模式
+showAllBoxDetail=顯示所有區塊
+hideAllBoxDetail=隱藏所有區塊

PPOCRLabel/resources/strings/strings.properties

@@ -0,0 +1,90 @@
+openFile=Open
+openFileDetail=Open image or label file
+quit=Quit
+quitApp=Quit application
+openDir=Open Dir
+copyPrevBounding=Copy previous Bounding Boxes in the current image 
+changeSavedAnnotationDir=Change default saved Annotation dir
+openAnnotation=Open Annotation
+openAnnotationDetail=Open an annotation file
+changeSaveDir=Change Save Dir
+nextImg=Next Image
+nextImgDetail=Open the next Image
+prevImg=Prev Image
+prevImgDetail=Open the previous Image
+verifyImg=Verify Image
+verifyImgDetail=Verify Image
+save=Save
+saveDetail=Save the labels to a file
+changeSaveFormat=Change save format
+saveAs=Save As
+saveAsDetail=Save the labels to a different file
+closeCur=Close
+closeCurDetail=Close the current file
+deleteImg=Delete current image
+deleteImgDetail=Delete the current image
+resetAll=Reset Interface and Save Dir
+resetAllDetail=Reset All
+boxLineColor=Box Line Color
+boxLineColorDetail=Choose Box line color
+crtBox=Create RectBox
+crtBoxDetail=Draw a new box
+delBox=Delete RectBox
+delBoxDetail=Remove the box
+dupBox=Duplicate RectBox
+dupBoxDetail=Create a duplicate of the selected box
+tutorial=PaddleOCR url
+tutorialDetail=Show demo
+info=Information
+zoomin=Zoom In
+zoominDetail=Increase zoom level
+zoomout=Zoom Out
+zoomoutDetail=Decrease zoom level
+originalsize=Original size
+originalsizeDetail=Zoom to original size
+fitWin=Fit Window
+fitWinDetail=Zoom follows window size
+fitWidth=Fit Width
+fitWidthDetail=Zoom follows window width
+editLabel=Edit Label
+editLabelDetail=Modify the label of the selected Box
+shapeLineColor=Shape Line Color
+shapeLineColorDetail=Change the line color for this specific shape
+shapeFillColor=Shape Fill Color
+shapeFillColorDetail=Change the fill color for this specific shape
+showHide=Show/Hide Label Panel
+useDefaultLabel=Use default label
+useDifficult=Difficult
+boxLabelText=Box Labels
+labels=Labels
+autoSaveMode=Auto Save mode
+singleClsMode=Single Class Mode
+displayLabel=Display Labels
+fileList=File List
+files=Files
+advancedMode=Advanced Mode
+advancedModeDetail=Swtich to advanced mode
+showAllBoxDetail=Show all bounding boxes
+hideAllBoxDetail=Hide all bounding boxes
+annoPanel=anno Panel
+anno=anno
+addNewBbox=new bbox
+reLabel=reLabel
+choosemodel=Choose OCR model
+tipchoosemodel=Choose OCR model from dir
+ImageResize=Image Resize
+IR=Image Resize
+autoRecognition=Auto Recognition
+reRecognition=Re-recognition
+mfile=file
+medit=eidt
+mview=view
+mhelp=help
+iconList=Icon List
+detectionBoxposition=Detection box position
+recognitionResult=Recognition result
+creatPolygon=Create Quadrilateral
+drawSquares=Draw Squares
+saveRec=Save Recognition Result
+tempLabel=TEMPORARY
+setps=Steps

PPOCRLabel/setup.cfg

@@ -0,0 +1,8 @@
+[bumpversion]
+commit = True
+tag = True
+
+[bumpversion:file:setup.py]
+
+[bdist_wheel]
+universal = 1

PPOCRLabel/setup.py

@@ -0,0 +1,139 @@
+# 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 -*-
+
+from setuptools import setup, find_packages, Command
+from sys import platform as _platform
+from shutil import rmtree
+import sys
+import os
+
+here = os.path.abspath(os.path.dirname(__file__))
+NAME = 'labelImg'
+REQUIRES_PYTHON = '>=3.0.0'
+REQUIRED_DEP = ['pyqt5', 'lxml']
+about = {}
+
+with open(os.path.join(here, 'libs', '__init__.py')) as f:
+    exec(f.read(), about)
+
+with open('README.rst') as readme_file:
+    readme = readme_file.read()
+
+with open('HISTORY.rst') as history_file:
+    history = history_file.read()
+
+
+# OS specific settings
+SET_REQUIRES = []
+if _platform == "linux" or _platform == "linux2":
+   # linux
+   print('linux')
+elif _platform == "darwin":
+   # MAC OS X
+   SET_REQUIRES.append('py2app')
+
+required_packages = find_packages()
+required_packages.append('labelImg')
+
+APP = [NAME + '.py']
+OPTIONS = {
+    'argv_emulation': True,
+    'iconfile': 'resources/icons/app.icns'
+}
+
+class UploadCommand(Command):
+    """Support setup.py upload."""
+
+    description=readme + '\n\n' + history,
+
+    user_options = []
+
+    @staticmethod
+    def status(s):
+        """Prints things in bold."""
+        print('\033[1m{0}\033[0m'.format(s))
+
+    def initialize_options(self):
+        pass
+
+    def finalize_options(self):
+        pass
+
+    def run(self):
+        try:
+            self.status('Removing previous builds…')
+            rmtree(os.path.join(here, 'dist'))
+        except OSError:
+            self.status('Fail to remove previous builds..')
+            pass
+
+        self.status('Building Source and Wheel (universal) distribution…')
+        os.system(
+            '{0} setup.py sdist bdist_wheel --universal'.format(sys.executable))
+
+        self.status('Uploading the package to PyPI via Twine…')
+        os.system('twine upload dist/*')
+
+        self.status('Pushing git tags…')
+        os.system('git tag -d v{0}'.format(about['__version__']))
+        os.system('git tag v{0}'.format(about['__version__']))
+        # os.system('git push --tags')
+
+        sys.exit()
+
+
+setup(
+    app=APP,
+    name=NAME,
+    version=about['__version__'],
+    description="LabelImg is a graphical image annotation tool and label object bounding boxes in images",
+    long_description=readme + '\n\n' + history,
+    author="TzuTa Lin",
+    author_email='tzu.ta.lin@gmail.com',
+    url='https://github.com/tzutalin/labelImg',
+    python_requires=REQUIRES_PYTHON,
+    package_dir={'labelImg': '.'},
+    packages=required_packages,
+    entry_points={
+        'console_scripts': [
+            'labelImg=labelImg.labelImg:main'
+        ]
+    },
+    include_package_data=True,
+    install_requires=REQUIRED_DEP,
+    license="MIT license",
+    zip_safe=False,
+    keywords='labelImg labelTool development annotation deeplearning',
+    classifiers=[
+        'Development Status :: 5 - Production/Stable',
+        'Intended Audience :: Developers',
+        'License :: OSI Approved :: MIT License',
+        'Natural Language :: English',
+        'Programming Language :: Python :: 3',
+        'Programming Language :: Python :: 3.3',
+        'Programming Language :: Python :: 3.4',
+        'Programming Language :: Python :: 3.5',
+        'Programming Language :: Python :: 3.6',
+        'Programming Language :: Python :: 3.7',
+    ],
+    package_data={'data/predefined_classes.txt': ['data/predefined_classes.txt']},
+    options={'py2app': OPTIONS},
+    setup_requires=SET_REQUIRES,
+    # $ setup.py publish support.
+    cmdclass={
+        'upload': UploadCommand,
+    }
+)

README_ch.md

@@ -4,7 +4,8 @@
 PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库，助力使用者训练出更好的模型，并应用落地。
 
 **近期更新**
-- 2020.11.2 [FAQ](./doc/doc_ch/FAQ.md)新增5个高频问题，共计99个常见问题及解答，并且计划以后每周一都会更新，欢迎大家持续关注。
+- 2020.11.25 更新半自动标注工具[PPOCRLabel](./PPOCRLabel/README.md)，辅助开发者高效完成标注任务，输出格式与PP-OCR训练任务完美衔接。
+- 2020.11.16 [FAQ](./doc/doc_ch/FAQ.md)新增5个高频问题，共计109个常见问题及解答，并且计划以后每周一都会更新，欢迎大家持续关注。
 - 2020.9.22 更新PP-OCR技术文章，https://arxiv.org/abs/2009.09941
 - 2020.9.19 更新超轻量压缩ppocr_mobile_slim系列模型，整体模型3.5M(详见[PP-OCR Pipeline](#PP-OCR))，适合在移动端部署使用。[模型下载](#模型下载)
 - 2020.9.17 更新超轻量ppocr_mobile系列和通用ppocr_server系列中英文ocr模型，媲美商业效果。[模型下载](#模型下载)
@@ -13,7 +14,6 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库，助力
 - 2020.8.21 更新8月18日B站直播课回放和PPT，课节2，易学易用的OCR工具大礼包，[获取地址](https://aistudio.baidu.com/aistudio/education/group/info/1519)
 - [More](./doc/doc_ch/update.md)
 
-
 ## 特性
 
 - PPOCR系列高质量预训练模型，准确的识别效果
@@ -54,7 +54,7 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库，助力
 <img src="./doc/ocr-android-easyedge.png"  width = "200" height = "200" />
 </div>
 
-- 代码体验：从[快速安装](./doc/doc_ch/installation.md) 开始
+- 代码体验：[中文OCR模型快速使用](./doc/doc_ch/quickstart.md)
 
 <a name="模型下载"></a>
 ## PP-OCR 1.1系列模型列表（9月17日更新）
@@ -84,22 +84,24 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库，助力
     - [基于pip安装whl包快速推理](./doc/doc_ch/whl.md)
     - [基于Python脚本预测引擎推理](./doc/doc_ch/inference.md)
     - [基于C++预测引擎推理](./deploy/cpp_infer/readme.md)
-    - [服务化部署](./deploy/pdserving/readme.md)
+    - [服务化部署](./deploy/hubserving/readme.md)
     - [端侧部署](./deploy/lite/readme.md)
     - [模型量化](./deploy/slim/quantization/README.md)
     - [模型裁剪](./deploy/slim/prune/README.md)
     - [Benchmark](./doc/doc_ch/benchmark.md)
+- 数据标注与合成
+    - [半自动标注工具 PPOCRLabel](./PPOCRLabel/README.md)
+    - [常用数据标注工具](./doc/doc_ch/data_annotation.md)
+    - [常用数据合成工具](./doc/doc_ch/data_synthesis.md)   
 - 数据集
     - [通用中英文OCR数据集](./doc/doc_ch/datasets.md)
     - [手写中文OCR数据集](./doc/doc_ch/handwritten_datasets.md)
     - [垂类多语言OCR数据集](./doc/doc_ch/vertical_and_multilingual_datasets.md)    
-    - [常用数据标注工具](./doc/doc_ch/data_annotation.md)
-    - [常用数据合成工具](./doc/doc_ch/data_synthesis.md)
 - [效果展示](#效果展示)
 - FAQ
     - [【精选】OCR精选10个问题](./doc/doc_ch/FAQ.md)
-    - [【理论篇】OCR通用24个问题](./doc/doc_ch/FAQ.md)
-    - [【实战篇】PaddleOCR实战65个问题](./doc/doc_ch/FAQ.md)
+    - [【理论篇】OCR通用27个问题](./doc/doc_ch/FAQ.md)
+    - [【实战篇】PaddleOCR实战72个问题](./doc/doc_ch/FAQ.md)
 - [技术交流群](#欢迎加入PaddleOCR技术交流群)
 - [参考文献](./doc/doc_ch/reference.md)
 - [许可证书](#许可证书)
@@ -153,3 +155,4 @@ PP-OCR是一个实用的超轻量OCR系统。主要由DB文本检测、检测框
 - 非常感谢 [tangmq](https://gitee.com/tangmq) 给PaddleOCR增加Docker化部署服务，支持快速发布可调用的Restful API服务。
 - 非常感谢 [lijinhan](https://github.com/lijinhan) 给PaddleOCR增加java SpringBoot 调用OCR Hubserving接口完成对OCR服务化部署的使用。
 - 非常感谢 [Mejans](https://github.com/Mejans) 给PaddleOCR增加新语言奥克西坦语Occitan的字典和语料。
+- 非常感谢 [Evezerest](https://github.com/Evezerest)， [ninetailskim](https://github.com/ninetailskim)， [edencfc](https://github.com/edencfc)， [BeyondYourself](https://github.com/BeyondYourself)， [1084667371](https://github.com/1084667371) 贡献了PPOCRLabel的完整代码。

configs/det/det_db_icdar15_reader.yml

@@ -15,7 +15,6 @@ EvalReader:
 TestReader:
   reader_function: ppocr.data.det.dataset_traversal,EvalTestReader
   process_function: ppocr.data.det.db_process,DBProcessTest
-  infer_img:
   img_set_dir: ./train_data/icdar2015/text_localization/
   label_file_path: ./train_data/icdar2015/text_localization/test_icdar2015_label.txt
   do_eval: True

configs/det/det_east_icdar15_reader.yml

@@ -17,7 +17,6 @@ EvalReader:
 TestReader:
   reader_function: ppocr.data.det.dataset_traversal,EvalTestReader
   process_function: ppocr.data.det.east_process,EASTProcessTest
-  infer_img:
   img_set_dir: ./train_data/icdar2015/text_localization/
   label_file_path: ./train_data/icdar2015/text_localization/test_icdar2015_label.txt
   do_eval: True

configs/det/det_mv3_db.yml

@@ -16,6 +16,7 @@ Global:
   checkpoints:
   save_res_path: ./output/det_db/predicts_db.txt
   save_inference_dir:
+  infer_img:
   
 Architecture:
   function: ppocr.modeling.architectures.det_model,DetModel

configs/det/det_mv3_db_v1.1.yml

@@ -16,6 +16,7 @@ Global:
   checkpoints:
   save_res_path: ./output/det_db/predicts_db.txt
   save_inference_dir:
+  infer_img:
   
 Architecture:
   function: ppocr.modeling.architectures.det_model,DetModel

configs/det/det_mv3_east.yml

@@ -15,6 +15,7 @@ Global:
   checkpoints:
   save_res_path: ./output/det_east/predicts_east.txt
   save_inference_dir:
+  infer_img:
   
 Architecture:
   function: ppocr.modeling.architectures.det_model,DetModel

configs/det/det_r18_vd_db_v1.1.yml

@@ -15,6 +15,7 @@ Global:
   save_res_path: ./output/det_r18_vd_db/predicts_db.txt
   checkpoints:
   save_inference_dir:
+  infer_img:
 
 Architecture:
   function: ppocr.modeling.architectures.det_model,DetModel

configs/det/det_r50_vd_db.yml

@@ -15,6 +15,7 @@ Global:
   save_res_path: ./output/det_db/predicts_db.txt
   checkpoints:
   save_inference_dir:
+  infer_img:
 
 Architecture:
   function: ppocr.modeling.architectures.det_model,DetModel

configs/det/det_r50_vd_east.yml

@@ -15,6 +15,7 @@ Global:
   save_res_path: ./output/det_east/predicts_east.txt
   checkpoints:
   save_inference_dir:
+  infer_img:
 
 Architecture:
   function: ppocr.modeling.architectures.det_model,DetModel

configs/det/det_r50_vd_sast_icdar15.yml

@@ -15,6 +15,7 @@ Global:
   save_res_path: ./output/det_sast/predicts_sast.txt
   checkpoints: 
   save_inference_dir:
+  infer_img:
 
 Architecture:
   function: ppocr.modeling.architectures.det_model,DetModel

configs/det/det_r50_vd_sast_totaltext.yml

@@ -15,6 +15,7 @@ Global:
   save_res_path: ./output/det_sast/predicts_sast.txt
   checkpoints:
   save_inference_dir:
+  infer_img:
 
 Architecture:
   function: ppocr.modeling.architectures.det_model,DetModel

configs/det/det_sast_icdar15_reader.yml

@@ -20,5 +20,4 @@ EvalReader:
 TestReader:
   reader_function: ppocr.data.det.dataset_traversal,EvalTestReader
   process_function: ppocr.data.det.sast_process,SASTProcessTest
-  infer_img: ./train_data/icdar2015/text_localization/ch4_test_images/img_11.jpg
   max_side_len: 1536

configs/det/det_sast_totaltext_reader.yml

@@ -20,5 +20,4 @@ EvalReader:
 TestReader:
   reader_function: ppocr.data.det.dataset_traversal,EvalTestReader
   process_function: ppocr.data.det.sast_process,SASTProcessTest
-  infer_img: ./train_data/afs/total_text/Images/Test/img623.jpg
   max_side_len: 768