使用pip安裝

pip install labelme -i https://mirror.baidu.com/pypi/simple

image.png

啟動labelme

labelme

image.png

界面漢化

找到labelme的app.py文件然后修改就可以了，比如我這里是:

C:\Users\ts\AppData\Local\Programs\Python\Python38\Lib\site-packages\labelme\app.py

替換代碼：

# -*- coding: utf-8 -*-
 
import functools
import math
import os
import os.path as osp
import re
import webbrowser
 
import imgviz
import natsort
from qtpy import QtCore
from qtpy.QtCore import Qt
from qtpy import QtGui
from qtpy import QtWidgets
 
from labelme import __appname__
from labelme import PY2
 
from . import utils
from labelme.config import get_config
from labelme.label_file import LabelFile
from labelme.label_file import LabelFileError
from labelme.logger import logger
from labelme.shape import Shape
from labelme.widgets import BrightnessContrastDialog
from labelme.widgets import Canvas
from labelme.widgets import FileDialogPreview
from labelme.widgets import LabelDialog
from labelme.widgets import LabelListWidget
from labelme.widgets import LabelListWidgetItem
from labelme.widgets import ToolBar
from labelme.widgets import UniqueLabelQListWidget
from labelme.widgets import ZoomWidget
 
# FIXME
# - [medium] Set max zoom value to something big enough for FitWidth/Window
 
# TODO(unknown):
# - Zoom is too "steppy".
 
 
LABEL_COLORMAP = imgviz.label_colormap()
 
 
class MainWindow(QtWidgets.QMainWindow):
 
    FIT_WINDOW, FIT_WIDTH, MANUAL_ZOOM = 0, 1, 2
 
    def __init__(
        self,
        config=None,
        filename=None,
        output=None,
        output_file=None,
        output_dir=None,
    ):
        if output is not None:
            logger.warning(
                "argument output is deprecated, use output_file instead"
            )
            if output_file is None:
                output_file = output
 
        # see labelme/config/default_config.yaml for valid configuration
        if config is None:
            config = get_config()
        self._config = config
 
        # set default shape colors
        Shape.line_color = QtGui.QColor(*self._config["shape"]["line_color"])
        Shape.fill_color = QtGui.QColor(*self._config["shape"]["fill_color"])
        Shape.select_line_color = QtGui.QColor(
            *self._config["shape"]["select_line_color"]
        )
        Shape.select_fill_color = QtGui.QColor(
            *self._config["shape"]["select_fill_color"]
        )
        Shape.vertex_fill_color = QtGui.QColor(
            *self._config["shape"]["vertex_fill_color"]
        )
        Shape.hvertex_fill_color = QtGui.QColor(
            *self._config["shape"]["hvertex_fill_color"]
        )
 
        # Set point size from config file
        Shape.point_size = self._config["shape"]["point_size"]
 
        super(MainWindow, self).__init__()
        self.setWindowTitle(__appname__)
 
        # Whether we need to save or not.
        self.dirty = False
 
        self._noSelectionSlot = False
 
        self._copied_shapes = None
 
        # Main widgets and related state.
        self.labelDialog = LabelDialog(
            parent=self,
            labels=self._config["labels"],
            sort_labels=self._config["sort_labels"],
            show_text_field=self._config["show_label_text_field"],
            completion=self._config["label_completion"],
            fit_to_content=self._config["fit_to_content"],
            flags=self._config["label_flags"],
        )
 
        self.labelList = LabelListWidget()
        self.lastOpenDir = None
 
        self.flag_dock = self.flag_widget = None
        self.flag_dock = QtWidgets.QDockWidget(self.tr("分類標(biāo)簽"), self)
        self.flag_dock.setObjectName("Flags")
        self.flag_widget = QtWidgets.QListWidget()
        if config["flags"]:
            self.loadFlags({k: False for k in config["flags"]})
        self.flag_dock.setWidget(self.flag_widget)
        self.flag_widget.itemChanged.connect(self.setDirty)
 
        self.labelList.itemSelectionChanged.connect(self.labelSelectionChanged)
        self.labelList.itemDoubleClicked.connect(self.editLabel)
        self.labelList.itemChanged.connect(self.labelItemChanged)
        self.labelList.itemDropped.connect(self.labelOrderChanged)
        self.shape_dock = QtWidgets.QDockWidget(
            self.tr("標(biāo)注列表"), self
        )
        self.shape_dock.setObjectName("Labels")
        self.shape_dock.setWidget(self.labelList)
 
        self.uniqLabelList = UniqueLabelQListWidget()
        self.uniqLabelList.setToolTip(
            self.tr(
                "Select label to start annotating for it. "
                "Press 'Esc' to deselect."
            )
        )
        if self._config["labels"]:
            for label in self._config["labels"]:
                item = self.uniqLabelList.createItemFromLabel(label)
                self.uniqLabelList.addItem(item)
                rgb = self._get_rgb_by_label(label)
                self.uniqLabelList.setItemLabel(item, label, rgb)
        self.label_dock = QtWidgets.QDockWidget(self.tr("分割標(biāo)簽"), self)
        self.label_dock.setObjectName("Label List")
        self.label_dock.setWidget(self.uniqLabelList)
 
        self.fileSearch = QtWidgets.QLineEdit()
        self.fileSearch.setPlaceholderText(self.tr("Search Filename"))
        self.fileSearch.textChanged.connect(self.fileSearchChanged)
        self.fileListWidget = QtWidgets.QListWidget()
        self.fileListWidget.itemSelectionChanged.connect(
            self.fileSelectionChanged
        )
        fileListLayout = QtWidgets.QVBoxLayout()
        fileListLayout.setContentsMargins(0, 0, 0, 0)
        fileListLayout.setSpacing(0)
        fileListLayout.addWidget(self.fileSearch)
        fileListLayout.addWidget(self.fileListWidget)
        self.file_dock = QtWidgets.QDockWidget(self.tr("文件列表"), self)
        self.file_dock.setObjectName("Files")
        fileListWidget = QtWidgets.QWidget()
        fileListWidget.setLayout(fileListLayout)
        self.file_dock.setWidget(fileListWidget)
 
        self.zoomWidget = ZoomWidget()
        self.setAcceptDrops(True)
 
        self.canvas = self.labelList.canvas = Canvas(
            epsilon=self._config["epsilon"],
            double_click=self._config["canvas"]["double_click"],
            num_backups=self._config["canvas"]["num_backups"],
        )
        self.canvas.zoomRequest.connect(self.zoomRequest)
 
        scrollArea = QtWidgets.QScrollArea()
        scrollArea.setWidget(self.canvas)
        scrollArea.setWidgetResizable(True)
        self.scrollBars = {
            Qt.Vertical: scrollArea.verticalScrollBar(),
            Qt.Horizontal: scrollArea.horizontalScrollBar(),
        }
        self.canvas.scrollRequest.connect(self.scrollRequest)
 
        self.canvas.newShape.connect(self.newShape)
        self.canvas.shapeMoved.connect(self.setDirty)
        self.canvas.selectionChanged.connect(self.shapeSelectionChanged)
        self.canvas.drawingPolygon.connect(self.toggleDrawingSensitive)
 
        self.setCentralWidget(scrollArea)
 
        features = QtWidgets.QDockWidget.DockWidgetFeatures()
        for dock in ["flag_dock", "label_dock", "shape_dock", "file_dock"]:
            if self._config[dock]["closable"]:
                features = features | QtWidgets.QDockWidget.DockWidgetClosable
            if self._config[dock]["floatable"]:
                features = features | QtWidgets.QDockWidget.DockWidgetFloatable
            if self._config[dock]["movable"]:
                features = features | QtWidgets.QDockWidget.DockWidgetMovable
            getattr(self, dock).setFeatures(features)
            if self._config[dock]["show"] is False:
                getattr(self, dock).setVisible(False)
 
        self.addDockWidget(Qt.RightDockWidgetArea, self.flag_dock)
        self.addDockWidget(Qt.RightDockWidgetArea, self.label_dock)
        self.addDockWidget(Qt.RightDockWidgetArea, self.shape_dock)
        self.addDockWidget(Qt.RightDockWidgetArea, self.file_dock)
 
        # Actions
        action = functools.partial(utils.newAction, self)
        shortcuts = self._config["shortcuts"]
        quit = action(
            self.tr("退出"),
            self.close,
            shortcuts["quit"],
            "quit",
            self.tr("Quit application"),
        )
        open_ = action(
            self.tr("打開"),
            self.openFile,
            shortcuts["open"],
            "open",
            self.tr("Open image or label file"),
        )
        opendir = action(
            self.tr("打開文件夾"),
            self.openDirDialog,
            shortcuts["open_dir"],
            "open",
            self.tr("Open Dir"),
        )
        openNextImg = action(
            self.tr("下一張圖"),
            self.openNextImg,
            shortcuts["open_next"],
            "next",
            self.tr("Open next (hold Ctl+Shift to copy labels)"),
            enabled=False,
        )
        openPrevImg = action(
            self.tr("上一張圖"),
            self.openPrevImg,
            shortcuts["open_prev"],
            "prev",
            self.tr("Open prev (hold Ctl+Shift to copy labels)"),
            enabled=False,
        )
        save = action(
            self.tr("保存"),
            self.saveFile,
            shortcuts["save"],
            "save",
            self.tr("Save labels to file"),
            enabled=False,
        )
        saveAs = action(
            self.tr("另存為"),
            self.saveFileAs,
            shortcuts["save_as"],
            "save-as",
            self.tr("Save labels to a different file"),
            enabled=False,
        )
 
        deleteFile = action(
            self.tr("刪除文件"),
            self.deleteFile,
            shortcuts["delete_file"],
            "delete",
            self.tr("Delete current label file"),
            enabled=False,
        )
 
        changeOutputDir = action(
            self.tr("文件另存為"),
            slot=self.changeOutputDirDialog,
            shortcut=shortcuts["save_to"],
            icon="open",
            tip=self.tr("Change where annotations are loaded/saved"),
        )
 
        saveAuto = action(
            text=self.tr("自動保存"),
            slot=lambda x: self.actions.saveAuto.setChecked(x),
            icon="save",
            tip=self.tr("Save automatically"),
            checkable=True,
            enabled=True,
        )
        saveAuto.setChecked(self._config["auto_save"])
 
        saveWithImageData = action(
            text="使用圖像數(shù)據(jù)保存",
            slot=self.enableSaveImageWithData,
            tip="Save image data in label file",
            checkable=True,
            checked=self._config["store_data"],
        )
 
        close = action(
            "關(guān)閉",
            self.closeFile,
            shortcuts["close"],
            "close",
            "Close current file",
        )
 
        toggle_keep_prev_mode = action(
            self.tr("復(fù)制上一張圖的標(biāo)注"),
            self.toggleKeepPrevMode,
            shortcuts["toggle_keep_prev_mode"],
            None,
            self.tr('Toggle "keep pevious annotation" mode'),
            checkable=True,
        )
        toggle_keep_prev_mode.setChecked(self._config["keep_prev"])
 
        createMode = action(
            self.tr("繪制多邊形"),
            lambda: self.toggleDrawMode(False, createMode="polygon"),
            shortcuts["create_polygon"],
            "objects",
            self.tr("Start drawing polygons"),
            enabled=False,
        )
        createRectangleMode = action(
            self.tr("繪制矩形"),
            lambda: self.toggleDrawMode(False, createMode="rectangle"),
            shortcuts["create_rectangle"],
            "objects",
            self.tr("Start drawing rectangles"),
            enabled=False,
        )
        createCircleMode = action(
            self.tr("繪制圓形"),
            lambda: self.toggleDrawMode(False, createMode="circle"),
            shortcuts["create_circle"],
            "objects",
            self.tr("Start drawing circles"),
            enabled=False,
        )
        createLineMode = action(
            self.tr("繪制線條"),
            lambda: self.toggleDrawMode(False, createMode="line"),
            shortcuts["create_line"],
            "objects",
            self.tr("Start drawing lines"),
            enabled=False,
        )
        createPointMode = action(
            self.tr("繪制點(diǎn)"),
            lambda: self.toggleDrawMode(False, createMode="point"),
            shortcuts["create_point"],
            "objects",
            self.tr("Start drawing points"),
            enabled=False,
        )
        createLineStripMode = action(
            self.tr("繪制線條帶"),
            lambda: self.toggleDrawMode(False, createMode="linestrip"),
            shortcuts["create_linestrip"],
            "objects",
            self.tr("Start drawing linestrip. Ctrl+LeftClick ends creation."),
            enabled=False,
        )
        editMode = action(
            self.tr("編輯"),
            self.setEditMode,
            shortcuts["edit_polygon"],
            "edit",
            self.tr("Move and edit the selected polygons"),
            enabled=False,
        )
 
        delete = action(
            self.tr("刪除"),
            self.deleteSelectedShape,
            shortcuts["delete_polygon"],
            "cancel",
            self.tr("Delete the selected polygons"),
            enabled=False,
        )
        duplicate = action(
            self.tr("重做"),
            self.duplicateSelectedShape,
            shortcuts["duplicate_polygon"],
            "copy",
            self.tr("Create a duplicate of the selected polygons"),
            enabled=False,
        )
        copy = action(
            self.tr("復(fù)制"),
            self.copySelectedShape,
            shortcuts["copy_polygon"],
            "copy_clipboard",
            self.tr("Copy selected polygons to clipboard"),
            enabled=False,
        )
        paste = action(
            self.tr("粘貼"),
            self.pasteSelectedShape,
            shortcuts["paste_polygon"],
            "paste",
            self.tr("Paste copied polygons"),
            enabled=False,
        )
        undoLastPoint = action(
            self.tr("取消"),
            self.canvas.undoLastPoint,
            shortcuts["undo_last_point"],
            "undo",
            self.tr("Undo last drawn point"),
            enabled=False,
        )
        removePoint = action(
            text="刪除選定點(diǎn)",
            slot=self.removeSelectedPoint,
            shortcut=shortcuts["remove_selected_point"],
            icon="edit",
            tip="Remove selected point from polygon",
            enabled=False,
        )
 
        undo = action(
            self.tr("撤銷"),
            self.undoShapeEdit,
            shortcuts["undo"],
            "undo",
            self.tr("Undo last add and edit of shape"),
            enabled=False,
        )
 
        hideAll = action(
            self.tr("隱藏多邊形"),
            functools.partial(self.togglePolygons, False),
            icon="eye",
            tip=self.tr("Hide all polygons"),
            enabled=False,
        )
        showAll = action(
            self.tr("顯示多邊形"),
            functools.partial(self.togglePolygons, True),
            icon="eye",
            tip=self.tr("Show all polygons"),
            enabled=False,
        )
 
        help = action(
            self.tr("&Tutorial"),
            self.tutorial,
            icon="help",
            tip=self.tr("Show tutorial page"),
        )
 
        zoom = QtWidgets.QWidgetAction(self)
        zoom.setDefaultWidget(self.zoomWidget)
        self.zoomWidget.setWhatsThis(
            str(
                self.tr(
                    "Zoom in or out of the image. Also accessible with "
                    "{} and {} from the canvas."
                )
            ).format(
                utils.fmtShortcut(
                    "{},{}".format(shortcuts["zoom_in"], shortcuts["zoom_out"])
                ),
                utils.fmtShortcut(self.tr("Ctrl+Wheel")),
            )
        )
        self.zoomWidget.setEnabled(False)
 
        zoomIn = action(
            self.tr("放大"),
            functools.partial(self.addZoom, 1.1),
            shortcuts["zoom_in"],
            "zoom-in",
            self.tr("Increase zoom level"),
            enabled=False,
        )
        zoomOut = action(
            self.tr("縮小"),
            functools.partial(self.addZoom, 0.9),
            shortcuts["zoom_out"],
            "zoom-out",
            self.tr("Decrease zoom level"),
            enabled=False,
        )
        zoomOrg = action(
            self.tr("原尺寸"),
            functools.partial(self.setZoom, 100),
            shortcuts["zoom_to_original"],
            "zoom",
            self.tr("Zoom to original size"),
            enabled=False,
        )
        keepPrevScale = action(
            self.tr("保持以前的比例"),
            self.enableKeepPrevScale,
            tip=self.tr("Keep previous zoom scale"),
            checkable=True,
            checked=self._config["keep_prev_scale"],
            enabled=True,
        )
        fitWindow = action(
            self.tr("匹配窗口"),
            self.setFitWindow,
            shortcuts["fit_window"],
            "fit-window",
            self.tr("Zoom follows window size"),
            checkable=True,
            enabled=False,
        )
        fitWidth = action(
            self.tr("縮放比例"),
            self.setFitWidth,
            shortcuts["fit_width"],
            "fit-width",
            self.tr("Zoom follows window width"),
            checkable=True,
            enabled=False,
        )
        brightnessContrast = action(
            "亮度對比度調(diào)節(jié)",
            self.brightnessContrast,
            None,
            "color",
            "Adjust brightness and contrast",
            enabled=False,
        )
        # Group zoom controls into a list for easier toggling.
        zoomActions = (
            self.zoomWidget,
            zoomIn,
            zoomOut,
            zoomOrg,
            fitWindow,
            fitWidth,
        )
        self.zoomMode = self.FIT_WINDOW
        fitWindow.setChecked(Qt.Checked)
        self.scalers = {
            self.FIT_WINDOW: self.scaleFitWindow,
            self.FIT_WIDTH: self.scaleFitWidth,
            # Set to one to scale to 100% when loading files.
            self.MANUAL_ZOOM: lambda: 1,
        }
 
        edit = action(
            self.tr("編輯標(biāo)簽"),
            self.editLabel,
            shortcuts["edit_label"],
            "edit",
            self.tr("Modify the label of the selected polygon"),
            enabled=False,
        )
 
        fill_drawing = action(
            self.tr("填充多邊形"),
            self.canvas.setFillDrawing,
            None,
            "color",
            self.tr("Fill polygon while drawing"),
            checkable=True,
            enabled=True,
        )
        fill_drawing.trigger()
 
        # Lavel list context menu.
        labelMenu = QtWidgets.QMenu()
        utils.addActions(labelMenu, (edit, delete))
        self.labelList.setContextMenuPolicy(Qt.CustomContextMenu)
        self.labelList.customContextMenuRequested.connect(
            self.popLabelListMenu
        )
 
        # Store actions for further handling.
        self.actions = utils.struct(
            saveAuto=saveAuto,
            saveWithImageData=saveWithImageData,
            changeOutputDir=changeOutputDir,
            save=save,
            saveAs=saveAs,
            open=open_,
            close=close,
            deleteFile=deleteFile,
            toggleKeepPrevMode=toggle_keep_prev_mode,
            delete=delete,
            edit=edit,
            duplicate=duplicate,
            copy=copy,
            paste=paste,
            undoLastPoint=undoLastPoint,
            undo=undo,
            removePoint=removePoint,
            createMode=createMode,
            editMode=editMode,
            createRectangleMode=createRectangleMode,
            createCircleMode=createCircleMode,
            createLineMode=createLineMode,
            createPointMode=createPointMode,
            createLineStripMode=createLineStripMode,
            zoom=zoom,
            zoomIn=zoomIn,
            zoomOut=zoomOut,
            zoomOrg=zoomOrg,
            keepPrevScale=keepPrevScale,
            fitWindow=fitWindow,
            fitWidth=fitWidth,
            brightnessContrast=brightnessContrast,
            zoomActions=zoomActions,
            openNextImg=openNextImg,
            openPrevImg=openPrevImg,
            fileMenuActions=(open_, opendir, save, saveAs, close, quit),
            tool=(),
            # XXX: need to add some actions here to activate the shortcut
            editMenu=(
                edit,
                duplicate,
                delete,
                None,
                undo,
                undoLastPoint,
                None,
                removePoint,
                None,
                toggle_keep_prev_mode,
            ),
            # menu shown at right click
            menu=(
                createMode,
                createRectangleMode,
                createCircleMode,
                createLineMode,
                createPointMode,
                createLineStripMode,
                editMode,
                edit,
                duplicate,
                copy,
                paste,
                delete,
                undo,
                undoLastPoint,
                removePoint,
            ),
            onLoadActive=(
                close,
                createMode,
                createRectangleMode,
                createCircleMode,
                createLineMode,
                createPointMode,
                createLineStripMode,
                editMode,
                brightnessContrast,
            ),
            onShapesPresent=(saveAs, hideAll, showAll),
        )
 
        self.canvas.vertexSelected.connect(self.actions.removePoint.setEnabled)
 
        self.menus = utils.struct(
            file=self.menu(self.tr("文件")),
            edit=self.menu(self.tr("編輯")),
            view=self.menu(self.tr("查看")),
            help=self.menu(self.tr("幫助")),
            recentFiles=QtWidgets.QMenu(self.tr("打開最近")),
            labelList=labelMenu,
        )
 
        utils.addActions(
            self.menus.file,
            (
                open_,
                openNextImg,
                openPrevImg,
                opendir,
                self.menus.recentFiles,
                save,
                saveAs,
                saveAuto,
                changeOutputDir,
                saveWithImageData,
                close,
                deleteFile,
                None,
                quit,
            ),
        )
        utils.addActions(self.menus.help, (help,))
        utils.addActions(
            self.menus.view,
            (
                self.flag_dock.toggleViewAction(),
                self.label_dock.toggleViewAction(),
                self.shape_dock.toggleViewAction(),
                self.file_dock.toggleViewAction(),
                None,
                fill_drawing,
                None,
                hideAll,
                showAll,
                None,
                zoomIn,
                zoomOut,
                zoomOrg,
                keepPrevScale,
                None,
                fitWindow,
                fitWidth,
                None,
                brightnessContrast,
            ),
        )
 
        self.menus.file.aboutToShow.connect(self.updateFileMenu)
 
        # Custom context menu for the canvas widget:
        utils.addActions(self.canvas.menus[0], self.actions.menu)
        utils.addActions(
            self.canvas.menus[1],
            (
                action("&Copy here", self.copyShape),
                action("&Move here", self.moveShape),
            ),
        )
 
        self.tools = self.toolbar("Tools")
        # Menu buttons on Left
        self.actions.tool = (
            open_,
            opendir,
            openNextImg,
            openPrevImg,
            save,
            deleteFile,
            None,
            createMode,
            editMode,
            duplicate,
            copy,
            paste,
            delete,
            undo,
            brightnessContrast,
            None,
            zoom,
            fitWidth,
        )
 
        self.statusBar().showMessage(str(self.tr("%s started.")) % __appname__)
        self.statusBar().show()
 
        if output_file is not None and self._config["auto_save"]:
            logger.warn(
                "If `auto_save` argument is True, `output_file` argument "
                "is ignored and output filename is automatically "
                "set as IMAGE_BASENAME.json."
            )
        self.output_file = output_file
        self.output_dir = output_dir
 
        # Application state.
        self.image = QtGui.QImage()
        self.imagePath = None
        self.recentFiles = []
        self.maxRecent = 7
        self.otherData = None
        self.zoom_level = 100
        self.fit_window = False
        self.zoom_values = {}  # key=filename, value=(zoom_mode, zoom_value)
        self.brightnessContrast_values = {}
        self.scroll_values = {
            Qt.Horizontal: {},
            Qt.Vertical: {},
        }  # key=filename, value=scroll_value
 
        if filename is not None and osp.isdir(filename):
            self.importDirImages(filename, load=False)
        else:
            self.filename = filename
 
        if config["file_search"]:
            self.fileSearch.setText(config["file_search"])
            self.fileSearchChanged()
 
        # XXX: Could be completely declarative.
        # Restore application settings.
        self.settings = QtCore.QSettings("labelme", "labelme")
        self.recentFiles = self.settings.value("recentFiles", []) or []
        size = self.settings.value("window/size", QtCore.QSize(600, 500))
        position = self.settings.value("window/position", QtCore.QPoint(0, 0))
        state = self.settings.value("window/state", QtCore.QByteArray())
        self.resize(size)
        self.move(position)
        # or simply:
        # self.restoreGeometry(settings['window/geometry']
        self.restoreState(state)
 
        # Populate the File menu dynamically.
        self.updateFileMenu()
        # Since loading the file may take some time,
        # make sure it runs in the background.
        if self.filename is not None:
            self.queueEvent(functools.partial(self.loadFile, self.filename))
 
        # Callbacks:
        self.zoomWidget.valueChanged.connect(self.paintCanvas)
 
        self.populateModeActions()
 
        # self.firstStart = True
        # if self.firstStart:
        #    QWhatsThis.enterWhatsThisMode()
 
    def menu(self, title, actions=None):
        menu = self.menuBar().addMenu(title)
        if actions:
            utils.addActions(menu, actions)
        return menu
 
    def toolbar(self, title, actions=None):
        toolbar = ToolBar(title)
        toolbar.setObjectName("%sToolBar" % title)
        # toolbar.setOrientation(Qt.Vertical)
        toolbar.setToolButtonStyle(Qt.ToolButtonTextUnderIcon)
        if actions:
            utils.addActions(toolbar, actions)
        self.addToolBar(Qt.LeftToolBarArea, toolbar)
        return toolbar
 
    # Support Functions
 
    def noShapes(self):
        return not len(self.labelList)
 
    def populateModeActions(self):
        tool, menu = self.actions.tool, self.actions.menu
        self.tools.clear()
        utils.addActions(self.tools, tool)
        self.canvas.menus[0].clear()
        utils.addActions(self.canvas.menus[0], menu)
        self.menus.edit.clear()
        actions = (
            self.actions.createMode,
            self.actions.createRectangleMode,
            self.actions.createCircleMode,
            self.actions.createLineMode,
            self.actions.createPointMode,
            self.actions.createLineStripMode,
            self.actions.editMode,
        )
        utils.addActions(self.menus.edit, actions + self.actions.editMenu)
 
    def setDirty(self):
        # Even if we autosave the file, we keep the ability to undo
        self.actions.undo.setEnabled(self.canvas.isShapeRestorable)
 
        if self._config["auto_save"] or self.actions.saveAuto.isChecked():
            label_file = osp.splitext(self.imagePath)[0] + ".json"
            if self.output_dir:
                label_file_without_path = osp.basename(label_file)
                label_file = osp.join(self.output_dir, label_file_without_path)
            self.saveLabels(label_file)
            return
        self.dirty = True
        self.actions.save.setEnabled(True)
        title = __appname__
        if self.filename is not None:
            title = "{} - {}*".format(title, self.filename)
        self.setWindowTitle(title)
 
    def setClean(self):
        self.dirty = False
        self.actions.save.setEnabled(False)
        self.actions.createMode.setEnabled(True)
        self.actions.createRectangleMode.setEnabled(True)
        self.actions.createCircleMode.setEnabled(True)
        self.actions.createLineMode.setEnabled(True)
        self.actions.createPointMode.setEnabled(True)
        self.actions.createLineStripMode.setEnabled(True)
        title = __appname__
        if self.filename is not None:
            title = "{} - {}".format(title, self.filename)
        self.setWindowTitle(title)
 
        if self.hasLabelFile():
            self.actions.deleteFile.setEnabled(True)
        else:
            self.actions.deleteFile.setEnabled(False)
 
    def toggleActions(self, value=True):
        """Enable/Disable widgets which depend on an opened image."""
        for z in self.actions.zoomActions:
            z.setEnabled(value)
        for action in self.actions.onLoadActive:
            action.setEnabled(value)
 
    def queueEvent(self, function):
        QtCore.QTimer.singleShot(0, function)
 
    def status(self, message, delay=5000):
        self.statusBar().showMessage(message, delay)
 
    def resetState(self):
        self.labelList.clear()
        self.filename = None
        self.imagePath = None
        self.imageData = None
        self.labelFile = None
        self.otherData = None
        self.canvas.resetState()
 
    def currentItem(self):
        items = self.labelList.selectedItems()
        if items:
            return items[0]
        return None
 
    def addRecentFile(self, filename):
        if filename in self.recentFiles:
            self.recentFiles.remove(filename)
        elif len(self.recentFiles) >= self.maxRecent:
            self.recentFiles.pop()
        self.recentFiles.insert(0, filename)
 
    # Callbacks
 
    def undoShapeEdit(self):
        self.canvas.restoreShape()
        self.labelList.clear()
        self.loadShapes(self.canvas.shapes)
        self.actions.undo.setEnabled(self.canvas.isShapeRestorable)
 
    def tutorial(self):
        url = "https://github.com/wkentaro/labelme/tree/main/examples/tutorial"  # NOQA
        webbrowser.open(url)
 
    def toggleDrawingSensitive(self, drawing=True):
        """Toggle drawing sensitive.
        In the middle of drawing, toggling between modes should be disabled.
        """
        self.actions.editMode.setEnabled(not drawing)
        self.actions.undoLastPoint.setEnabled(drawing)
        self.actions.undo.setEnabled(not drawing)
        self.actions.delete.setEnabled(not drawing)
 
    def toggleDrawMode(self, edit=True, createMode="polygon"):
        self.canvas.setEditing(edit)
        self.canvas.createMode = createMode
        if edit:
            self.actions.createMode.setEnabled(True)
            self.actions.createRectangleMode.setEnabled(True)
            self.actions.createCircleMode.setEnabled(True)
            self.actions.createLineMode.setEnabled(True)
            self.actions.createPointMode.setEnabled(True)
            self.actions.createLineStripMode.setEnabled(True)
        else:
            if createMode == "polygon":
                self.actions.createMode.setEnabled(False)
                self.actions.createRectangleMode.setEnabled(True)
                self.actions.createCircleMode.setEnabled(True)
                self.actions.createLineMode.setEnabled(True)
                self.actions.createPointMode.setEnabled(True)
                self.actions.createLineStripMode.setEnabled(True)
            elif createMode == "rectangle":
                self.actions.createMode.setEnabled(True)
                self.actions.createRectangleMode.setEnabled(False)
                self.actions.createCircleMode.setEnabled(True)
                self.actions.createLineMode.setEnabled(True)
                self.actions.createPointMode.setEnabled(True)
                self.actions.createLineStripMode.setEnabled(True)
            elif createMode == "line":
                self.actions.createMode.setEnabled(True)
                self.actions.createRectangleMode.setEnabled(True)
                self.actions.createCircleMode.setEnabled(True)
                self.actions.createLineMode.setEnabled(False)
                self.actions.createPointMode.setEnabled(True)
                self.actions.createLineStripMode.setEnabled(True)
            elif createMode == "point":
                self.actions.createMode.setEnabled(True)
                self.actions.createRectangleMode.setEnabled(True)
                self.actions.createCircleMode.setEnabled(True)
                self.actions.createLineMode.setEnabled(True)
                self.actions.createPointMode.setEnabled(False)
                self.actions.createLineStripMode.setEnabled(True)
            elif createMode == "circle":
                self.actions.createMode.setEnabled(True)
                self.actions.createRectangleMode.setEnabled(True)
                self.actions.createCircleMode.setEnabled(False)
                self.actions.createLineMode.setEnabled(True)
                self.actions.createPointMode.setEnabled(True)
                self.actions.createLineStripMode.setEnabled(True)
            elif createMode == "linestrip":
                self.actions.createMode.setEnabled(True)
                self.actions.createRectangleMode.setEnabled(True)
                self.actions.createCircleMode.setEnabled(True)
                self.actions.createLineMode.setEnabled(True)
                self.actions.createPointMode.setEnabled(True)
                self.actions.createLineStripMode.setEnabled(False)
            else:
                raise ValueError("Unsupported createMode: %s" % createMode)
        self.actions.editMode.setEnabled(not edit)
 
    def setEditMode(self):
        self.toggleDrawMode(True)
 
    def updateFileMenu(self):
        current = self.filename
 
        def exists(filename):
            return osp.exists(str(filename))
 
        menu = self.menus.recentFiles
        menu.clear()
        files = [f for f in self.recentFiles if f != current and exists(f)]
        for i, f in enumerate(files):
            icon = utils.newIcon("labels")
            action = QtWidgets.QAction(
                icon, "&%d %s" % (i + 1, QtCore.QFileInfo(f).fileName()), self
            )
            action.triggered.connect(functools.partial(self.loadRecent, f))
            menu.addAction(action)
 
    def popLabelListMenu(self, point):
        self.menus.labelList.exec_(self.labelList.mapToGlobal(point))
 
    def validateLabel(self, label):
        # no validation
        if self._config["validate_label"] is None:
            return True
 
        for i in range(self.uniqLabelList.count()):
            label_i = self.uniqLabelList.item(i).data(Qt.UserRole)
            if self._config["validate_label"] in ["exact"]:
                if label_i == label:
                    return True
        return False
 
    def editLabel(self, item=None):
        if item and not isinstance(item, LabelListWidgetItem):
            raise TypeError("item must be LabelListWidgetItem type")
 
        if not self.canvas.editing():
            return
        if not item:
            item = self.currentItem()
        if item is None:
            return
        shape = item.shape()
        if shape is None:
            return
        text, flags, group_id = self.labelDialog.popUp(
            text=shape.label,
            flags=shape.flags,
            group_id=shape.group_id,
        )
        if text is None:
            return
        if not self.validateLabel(text):
            self.errorMessage(
                self.tr("Invalid label"),
                self.tr("Invalid label '{}' with validation type '{}'").format(
                    text, self._config["validate_label"]
                ),
            )
            return
        shape.label = text
        shape.flags = flags
        shape.group_id = group_id
 
        self._update_shape_color(shape)
        if shape.group_id is None:
            item.setText(
                '{} <font color="#{:02x}{:02x}{:02x}">●</font>'.format(
                    shape.label, *shape.fill_color.getRgb()[:3]
                )
            )
        else:
            item.setText("{} ({})".format(shape.label, shape.group_id))
        self.setDirty()
        if not self.uniqLabelList.findItemsByLabel(shape.label):
            item = QtWidgets.QListWidgetItem()
            item.setData(Qt.UserRole, shape.label)
            self.uniqLabelList.addItem(item)
 
    def fileSearchChanged(self):
        self.importDirImages(
            self.lastOpenDir,
            pattern=self.fileSearch.text(),
            load=False,
        )
 
    def fileSelectionChanged(self):
        items = self.fileListWidget.selectedItems()
        if not items:
            return
        item = items[0]
 
        if not self.mayContinue():
            return
 
        currIndex = self.imageList.index(str(item.text()))
        if currIndex < len(self.imageList):
            filename = self.imageList[currIndex]
            if filename:
                self.loadFile(filename)
 
    # React to canvas signals.
    def shapeSelectionChanged(self, selected_shapes):
        self._noSelectionSlot = True
        for shape in self.canvas.selectedShapes:
            shape.selected = False
        self.labelList.clearSelection()
        self.canvas.selectedShapes = selected_shapes
        for shape in self.canvas.selectedShapes:
            shape.selected = True
            item = self.labelList.findItemByShape(shape)
            self.labelList.selectItem(item)
            self.labelList.scrollToItem(item)
        self._noSelectionSlot = False
        n_selected = len(selected_shapes)
        self.actions.delete.setEnabled(n_selected)
        self.actions.duplicate.setEnabled(n_selected)
        self.actions.copy.setEnabled(n_selected)
        self.actions.edit.setEnabled(n_selected == 1)
 
    def addLabel(self, shape):
        if shape.group_id is None:
            text = shape.label
        else:
            text = "{} ({})".format(shape.label, shape.group_id)
        label_list_item = LabelListWidgetItem(text, shape)
        self.labelList.addItem(label_list_item)
        if not self.uniqLabelList.findItemsByLabel(shape.label):
            item = self.uniqLabelList.createItemFromLabel(shape.label)
            self.uniqLabelList.addItem(item)
            rgb = self._get_rgb_by_label(shape.label)
            self.uniqLabelList.setItemLabel(item, shape.label, rgb)
        self.labelDialog.addLabelHistory(shape.label)
        for action in self.actions.onShapesPresent:
            action.setEnabled(True)
 
        self._update_shape_color(shape)
        label_list_item.setText(
            '{} <font color="#{:02x}{:02x}{:02x}">●</font>'.format(
                text, *shape.fill_color.getRgb()[:3]
            )
        )
 
    def _update_shape_color(self, shape):
        r, g, b = self._get_rgb_by_label(shape.label)
        shape.line_color = QtGui.QColor(r, g, b)
        shape.vertex_fill_color = QtGui.QColor(r, g, b)
        shape.hvertex_fill_color = QtGui.QColor(255, 255, 255)
        shape.fill_color = QtGui.QColor(r, g, b, 128)
        shape.select_line_color = QtGui.QColor(255, 255, 255)
        shape.select_fill_color = QtGui.QColor(r, g, b, 155)
 
    def _get_rgb_by_label(self, label):
        if self._config["shape_color"] == "auto":
            item = self.uniqLabelList.findItemsByLabel(label)[0]
            label_id = self.uniqLabelList.indexFromItem(item).row() + 1
            label_id += self._config["shift_auto_shape_color"]
            return LABEL_COLORMAP[label_id % len(LABEL_COLORMAP)]
        elif (
            self._config["shape_color"] == "manual"
            and self._config["label_colors"]
            and label in self._config["label_colors"]
        ):
            return self._config["label_colors"][label]
        elif self._config["default_shape_color"]:
            return self._config["default_shape_color"]
        return (0, 255, 0)
 
    def remLabels(self, shapes):
        for shape in shapes:
            item = self.labelList.findItemByShape(shape)
            self.labelList.removeItem(item)
 
    def loadShapes(self, shapes, replace=True):
        self._noSelectionSlot = True
        for shape in shapes:
            self.addLabel(shape)
        self.labelList.clearSelection()
        self._noSelectionSlot = False
        self.canvas.loadShapes(shapes, replace=replace)
 
    def loadLabels(self, shapes):
        s = []
        for shape in shapes:
            label = shape["label"]
            points = shape["points"]
            shape_type = shape["shape_type"]
            flags = shape["flags"]
            group_id = shape["group_id"]
            other_data = shape["other_data"]
 
            if not points:
                # skip point-empty shape
                continue
 
            shape = Shape(
                label=label,
                shape_type=shape_type,
                group_id=group_id,
            )
            for x, y in points:
                shape.addPoint(QtCore.QPointF(x, y))
            shape.close()
 
            default_flags = {}
            if self._config["label_flags"]:
                for pattern, keys in self._config["label_flags"].items():
                    if re.match(pattern, label):
                        for key in keys:
                            default_flags[key] = False
            shape.flags = default_flags
            shape.flags.update(flags)
            shape.other_data = other_data
 
            s.append(shape)
        self.loadShapes(s)
 
    def loadFlags(self, flags):
        self.flag_widget.clear()
        for key, flag in flags.items():
            item = QtWidgets.QListWidgetItem(key)
            item.setFlags(item.flags() | Qt.ItemIsUserCheckable)
            item.setCheckState(Qt.Checked if flag else Qt.Unchecked)
            self.flag_widget.addItem(item)
 
    def saveLabels(self, filename):
        lf = LabelFile()
 
        def format_shape(s):
            data = s.other_data.copy()
            data.update(
                dict(
                    label=s.label.encode("utf-8") if PY2 else s.label,
                    points=[(p.x(), p.y()) for p in s.points],
                    group_id=s.group_id,
                    shape_type=s.shape_type,
                    flags=s.flags,
                )
            )
            return data
 
        shapes = [format_shape(item.shape()) for item in self.labelList]
        flags = {}
        for i in range(self.flag_widget.count()):
            item = self.flag_widget.item(i)
            key = item.text()
            flag = item.checkState() == Qt.Checked
            flags[key] = flag
        try:
            imagePath = osp.relpath(self.imagePath, osp.dirname(filename))
            imageData = self.imageData if self._config["store_data"] else None
            if osp.dirname(filename) and not osp.exists(osp.dirname(filename)):
                os.makedirs(osp.dirname(filename))
            lf.save(
                filename=filename,
                shapes=shapes,
                imagePath=imagePath,
                imageData=imageData,
                imageHeight=self.image.height(),
                imageWidth=self.image.width(),
                otherData=self.otherData,
                flags=flags,
            )
            self.labelFile = lf
            items = self.fileListWidget.findItems(
                self.imagePath, Qt.MatchExactly
            )
            if len(items) > 0:
                if len(items) != 1:
                    raise RuntimeError("There are duplicate files.")
                items[0].setCheckState(Qt.Checked)
            # disable allows next and previous image to proceed
            # self.filename = filename
            return True
        except LabelFileError as e:
            self.errorMessage(
                self.tr("Error saving label data"), self.tr("<b>%s</b>") % e
            )
            return False
 
    def duplicateSelectedShape(self):
        added_shapes = self.canvas.duplicateSelectedShapes()
        self.labelList.clearSelection()
        for shape in added_shapes:
            self.addLabel(shape)
        self.setDirty()
 
    def pasteSelectedShape(self):
        self.loadShapes(self._copied_shapes, replace=False)
        self.setDirty()
 
    def copySelectedShape(self):
        self._copied_shapes = [s.copy() for s in self.canvas.selectedShapes]
        self.actions.paste.setEnabled(len(self._copied_shapes) > 0)
 
    def labelSelectionChanged(self):
        if self._noSelectionSlot:
            return
        if self.canvas.editing():
            selected_shapes = []
            for item in self.labelList.selectedItems():
                selected_shapes.append(item.shape())
            if selected_shapes:
                self.canvas.selectShapes(selected_shapes)
            else:
                self.canvas.deSelectShape()
 
    def labelItemChanged(self, item):
        shape = item.shape()
        self.canvas.setShapeVisible(shape, item.checkState() == Qt.Checked)
 
    def labelOrderChanged(self):
        self.setDirty()
        self.canvas.loadShapes([item.shape() for item in self.labelList])
 
    # Callback functions:
 
    def newShape(self):
        """Pop-up and give focus to the label editor.
        position MUST be in global coordinates.
        """
        items = self.uniqLabelList.selectedItems()
        text = None
        if items:
            text = items[0].data(Qt.UserRole)
        flags = {}
        group_id = None
        if self._config["display_label_popup"] or not text:
            previous_text = self.labelDialog.edit.text()
            text, flags, group_id = self.labelDialog.popUp(text)
            if not text:
                self.labelDialog.edit.setText(previous_text)
 
        if text and not self.validateLabel(text):
            self.errorMessage(
                self.tr("Invalid label"),
                self.tr("Invalid label '{}' with validation type '{}'").format(
                    text, self._config["validate_label"]
                ),
            )
            text = ""
        if text:
            self.labelList.clearSelection()
            shape = self.canvas.setLastLabel(text, flags)
            shape.group_id = group_id
            self.addLabel(shape)
            self.actions.editMode.setEnabled(True)
            self.actions.undoLastPoint.setEnabled(False)
            self.actions.undo.setEnabled(True)
            self.setDirty()
        else:
            self.canvas.undoLastLine()
            self.canvas.shapesBackups.pop()
 
    def scrollRequest(self, delta, orientation):
        units = -delta * 0.1  # natural scroll
        bar = self.scrollBars[orientation]
        value = bar.value() + bar.singleStep() * units
        self.setScroll(orientation, value)
 
    def setScroll(self, orientation, value):
        self.scrollBars[orientation].setValue(value)
        self.scroll_values[orientation][self.filename] = value
 
    def setZoom(self, value):
        self.actions.fitWidth.setChecked(False)
        self.actions.fitWindow.setChecked(False)
        self.zoomMode = self.MANUAL_ZOOM
        self.zoomWidget.setValue(value)
        self.zoom_values[self.filename] = (self.zoomMode, value)
 
    def addZoom(self, increment=1.1):
        zoom_value = self.zoomWidget.value() * increment
        if increment > 1:
            zoom_value = math.ceil(zoom_value)
        else:
            zoom_value = math.floor(zoom_value)
        self.setZoom(zoom_value)
 
    def zoomRequest(self, delta, pos):
        canvas_width_old = self.canvas.width()
        units = 1.1
        if delta < 0:
            units = 0.9
        self.addZoom(units)
 
        canvas_width_new = self.canvas.width()
        if canvas_width_old != canvas_width_new:
            canvas_scale_factor = canvas_width_new / canvas_width_old
 
            x_shift = round(pos.x() * canvas_scale_factor) - pos.x()
            y_shift = round(pos.y() * canvas_scale_factor) - pos.y()
 
            self.setScroll(
                Qt.Horizontal,
                self.scrollBars[Qt.Horizontal].value() + x_shift,
            )
            self.setScroll(
                Qt.Vertical,
                self.scrollBars[Qt.Vertical].value() + y_shift,
            )
 
    def setFitWindow(self, value=True):
        if value:
            self.actions.fitWidth.setChecked(False)
        self.zoomMode = self.FIT_WINDOW if value else self.MANUAL_ZOOM
        self.adjustScale()
 
    def setFitWidth(self, value=True):
        if value:
            self.actions.fitWindow.setChecked(False)
        self.zoomMode = self.FIT_WIDTH if value else self.MANUAL_ZOOM
        self.adjustScale()
 
    def enableKeepPrevScale(self, enabled):
        self._config["keep_prev_scale"] = enabled
        self.actions.keepPrevScale.setChecked(enabled)
 
    def onNewBrightnessContrast(self, qimage):
        self.canvas.loadPixmap(
            QtGui.QPixmap.fromImage(qimage), clear_shapes=False
        )
 
    def brightnessContrast(self, value):
        dialog = BrightnessContrastDialog(
            utils.img_data_to_pil(self.imageData),
            self.onNewBrightnessContrast,
            parent=self,
        )
        brightness, contrast = self.brightnessContrast_values.get(
            self.filename, (None, None)
        )
        if brightness is not None:
            dialog.slider_brightness.setValue(brightness)
        if contrast is not None:
            dialog.slider_contrast.setValue(contrast)
        dialog.exec_()
 
        brightness = dialog.slider_brightness.value()
        contrast = dialog.slider_contrast.value()
        self.brightnessContrast_values[self.filename] = (brightness, contrast)
 
    def togglePolygons(self, value):
        for item in self.labelList:
            item.setCheckState(Qt.Checked if value else Qt.Unchecked)
 
    def loadFile(self, filename=None):
        """Load the specified file, or the last opened file if None."""
        # changing fileListWidget loads file
        if filename in self.imageList and (
            self.fileListWidget.currentRow() != self.imageList.index(filename)
        ):
            self.fileListWidget.setCurrentRow(self.imageList.index(filename))
            self.fileListWidget.repaint()
            return
 
        self.resetState()
        self.canvas.setEnabled(False)
        if filename is None:
            filename = self.settings.value("filename", "")
        filename = str(filename)
        if not QtCore.QFile.exists(filename):
            self.errorMessage(
                self.tr("Error opening file"),
                self.tr("No such file: <b>%s</b>") % filename,
            )
            return False
        # assumes same name, but json extension
        self.status(
            str(self.tr("Loading %s...")) % osp.basename(str(filename))
        )
        label_file = osp.splitext(filename)[0] + ".json"
        if self.output_dir:
            label_file_without_path = osp.basename(label_file)
            label_file = osp.join(self.output_dir, label_file_without_path)
        if QtCore.QFile.exists(label_file) and LabelFile.is_label_file(
            label_file
        ):
            try:
                self.labelFile = LabelFile(label_file)
            except LabelFileError as e:
                self.errorMessage(
                    self.tr("Error opening file"),
                    self.tr(
                        "<p><b>%s</b></p>"
                        "<p>Make sure <i>%s</i> is a valid label file."
                    )
                    % (e, label_file),
                )
                self.status(self.tr("Error reading %s") % label_file)
                return False
            self.imageData = self.labelFile.imageData
            self.imagePath = osp.join(
                osp.dirname(label_file),
                self.labelFile.imagePath,
            )
            self.otherData = self.labelFile.otherData
        else:
            self.imageData = LabelFile.load_image_file(filename)
            if self.imageData:
                self.imagePath = filename
            self.labelFile = None
        image = QtGui.QImage.fromData(self.imageData)
 
        if image.isNull():
            formats = [
                "*.{}".format(fmt.data().decode())
                for fmt in QtGui.QImageReader.supportedImageFormats()
            ]
            self.errorMessage(
                self.tr("Error opening file"),
                self.tr(
                    "<p>Make sure <i>{0}</i> is a valid image file.<br/>"
                    "Supported image formats: {1}</p>"
                ).format(filename, ",".join(formats)),
            )
            self.status(self.tr("Error reading %s") % filename)
            return False
        self.image = image
        self.filename = filename
        if self._config["keep_prev"]:
            prev_shapes = self.canvas.shapes
        self.canvas.loadPixmap(QtGui.QPixmap.fromImage(image))
        flags = {k: False for k in self._config["flags"] or []}
        if self.labelFile:
            self.loadLabels(self.labelFile.shapes)
            if self.labelFile.flags is not None:
                flags.update(self.labelFile.flags)
        self.loadFlags(flags)
        if self._config["keep_prev"] and self.noShapes():
            self.loadShapes(prev_shapes, replace=False)
            self.setDirty()
        else:
            self.setClean()
        self.canvas.setEnabled(True)
        # set zoom values
        is_initial_load = not self.zoom_values
        if self.filename in self.zoom_values:
            self.zoomMode = self.zoom_values[self.filename][0]
            self.setZoom(self.zoom_values[self.filename][1])
        elif is_initial_load or not self._config["keep_prev_scale"]:
            self.adjustScale(initial=True)
        # set scroll values
        for orientation in self.scroll_values:
            if self.filename in self.scroll_values[orientation]:
                self.setScroll(
                    orientation, self.scroll_values[orientation][self.filename]
                )
        # set brightness contrast values
        dialog = BrightnessContrastDialog(
            utils.img_data_to_pil(self.imageData),
            self.onNewBrightnessContrast,
            parent=self,
        )
        brightness, contrast = self.brightnessContrast_values.get(
            self.filename, (None, None)
        )
        if self._config["keep_prev_brightness"] and self.recentFiles:
            brightness, _ = self.brightnessContrast_values.get(
                self.recentFiles[0], (None, None)
            )
        if self._config["keep_prev_contrast"] and self.recentFiles:
            _, contrast = self.brightnessContrast_values.get(
                self.recentFiles[0], (None, None)
            )
        if brightness is not None:
            dialog.slider_brightness.setValue(brightness)
        if contrast is not None:
            dialog.slider_contrast.setValue(contrast)
        self.brightnessContrast_values[self.filename] = (brightness, contrast)
        if brightness is not None or contrast is not None:
            dialog.onNewValue(None)
        self.paintCanvas()
        self.addRecentFile(self.filename)
        self.toggleActions(True)
        self.canvas.setFocus()
        self.status(str(self.tr("Loaded %s")) % osp.basename(str(filename)))
        return True
 
    def resizeEvent(self, event):
        if (
            self.canvas
            and not self.image.isNull()
            and self.zoomMode != self.MANUAL_ZOOM
        ):
            self.adjustScale()
        super(MainWindow, self).resizeEvent(event)
 
    def paintCanvas(self):
        assert not self.image.isNull(), "cannot paint null image"
        self.canvas.scale = 0.01 * self.zoomWidget.value()
        self.canvas.adjustSize()
        self.canvas.update()
 
    def adjustScale(self, initial=False):
        value = self.scalers[self.FIT_WINDOW if initial else self.zoomMode]()
        value = int(100 * value)
        self.zoomWidget.setValue(value)
        self.zoom_values[self.filename] = (self.zoomMode, value)
 
    def scaleFitWindow(self):
        """Figure out the size of the pixmap to fit the main widget."""
        e = 2.0  # So that no scrollbars are generated.
        w1 = self.centralWidget().width() - e
        h1 = self.centralWidget().height() - e
        a1 = w1 / h1
        # Calculate a new scale value based on the pixmap's aspect ratio.
        w2 = self.canvas.pixmap.width() - 0.0
        h2 = self.canvas.pixmap.height() - 0.0
        a2 = w2 / h2
        return w1 / w2 if a2 >= a1 else h1 / h2
 
    def scaleFitWidth(self):
        # The epsilon does not seem to work too well here.
        w = self.centralWidget().width() - 2.0
        return w / self.canvas.pixmap.width()
 
    def enableSaveImageWithData(self, enabled):
        self._config["store_data"] = enabled
        self.actions.saveWithImageData.setChecked(enabled)
 
    def closeEvent(self, event):
        if not self.mayContinue():
            event.ignore()
        self.settings.setValue(
            "filename", self.filename if self.filename else ""
        )
        self.settings.setValue("window/size", self.size())
        self.settings.setValue("window/position", self.pos())
        self.settings.setValue("window/state", self.saveState())
        self.settings.setValue("recentFiles", self.recentFiles)
        # ask the use for where to save the labels
        # self.settings.setValue('window/geometry', self.saveGeometry())
 
    def dragEnterEvent(self, event):
        extensions = [
            ".%s" % fmt.data().decode().lower()
            for fmt in QtGui.QImageReader.supportedImageFormats()
        ]
        if event.mimeData().hasUrls():
            items = [i.toLocalFile() for i in event.mimeData().urls()]
            if any([i.lower().endswith(tuple(extensions)) for i in items]):
                event.accept()
        else:
            event.ignore()
 
    def dropEvent(self, event):
        if not self.mayContinue():
            event.ignore()
            return
        items = [i.toLocalFile() for i in event.mimeData().urls()]
        self.importDroppedImageFiles(items)
 
    # User Dialogs #
 
    def loadRecent(self, filename):
        if self.mayContinue():
            self.loadFile(filename)
 
    def openPrevImg(self, _value=False):
        keep_prev = self._config["keep_prev"]
        if QtWidgets.QApplication.keyboardModifiers() == (
            Qt.ControlModifier | Qt.ShiftModifier
        ):
            self._config["keep_prev"] = True
 
        if not self.mayContinue():
            return
 
        if len(self.imageList) <= 0:
            return
 
        if self.filename is None:
            return
 
        currIndex = self.imageList.index(self.filename)
        if currIndex - 1 >= 0:
            filename = self.imageList[currIndex - 1]
            if filename:
                self.loadFile(filename)
 
        self._config["keep_prev"] = keep_prev
 
    def openNextImg(self, _value=False, load=True):
        keep_prev = self._config["keep_prev"]
        if QtWidgets.QApplication.keyboardModifiers() == (
            Qt.ControlModifier | Qt.ShiftModifier
        ):
            self._config["keep_prev"] = True
 
        if not self.mayContinue():
            return
 
        if len(self.imageList) <= 0:
            return
 
        filename = None
        if self.filename is None:
            filename = self.imageList[0]
        else:
            currIndex = self.imageList.index(self.filename)
            if currIndex + 1 < len(self.imageList):
                filename = self.imageList[currIndex + 1]
            else:
                filename = self.imageList[-1]
        self.filename = filename
 
        if self.filename and load:
            self.loadFile(self.filename)
 
        self._config["keep_prev"] = keep_prev
 
    def openFile(self, _value=False):
        if not self.mayContinue():
            return
        path = osp.dirname(str(self.filename)) if self.filename else "."
        formats = [
            "*.{}".format(fmt.data().decode())
            for fmt in QtGui.QImageReader.supportedImageFormats()
        ]
        filters = self.tr("Image & Label files (%s)") % " ".join(
            formats + ["*%s" % LabelFile.suffix]
        )
        fileDialog = FileDialogPreview(self)
        fileDialog.setFileMode(FileDialogPreview.ExistingFile)
        fileDialog.setNameFilter(filters)
        fileDialog.setWindowTitle(
            self.tr("%s - Choose Image or Label file") % __appname__,
        )
        fileDialog.setWindowFilePath(path)
        fileDialog.setViewMode(FileDialogPreview.Detail)
        if fileDialog.exec_():
            fileName = fileDialog.selectedFiles()[0]
            if fileName:
                self.loadFile(fileName)
 
    def changeOutputDirDialog(self, _value=False):
        default_output_dir = self.output_dir
        if default_output_dir is None and self.filename:
            default_output_dir = osp.dirname(self.filename)
        if default_output_dir is None:
            default_output_dir = self.currentPath()
 
        output_dir = QtWidgets.QFileDialog.getExistingDirectory(
            self,
            self.tr("%s - Save/Load Annotations in Directory") % __appname__,
            default_output_dir,
            QtWidgets.QFileDialog.ShowDirsOnly
            | QtWidgets.QFileDialog.DontResolveSymlinks,
        )
        output_dir = str(output_dir)
 
        if not output_dir:
            return
 
        self.output_dir = output_dir
 
        self.statusBar().showMessage(
            self.tr("%s . Annotations will be saved/loaded in %s")
            % ("Change Annotations Dir", self.output_dir)
        )
        self.statusBar().show()
 
        current_filename = self.filename
        self.importDirImages(self.lastOpenDir, load=False)
 
        if current_filename in self.imageList:
            # retain currently selected file
            self.fileListWidget.setCurrentRow(
                self.imageList.index(current_filename)
            )
            self.fileListWidget.repaint()
 
    def saveFile(self, _value=False):
        assert not self.image.isNull(), "cannot save empty image"
        if self.labelFile:
            # DL20180323 - overwrite when in directory
            self._saveFile(self.labelFile.filename)
        elif self.output_file:
            self._saveFile(self.output_file)
            self.close()
        else:
            self._saveFile(self.saveFileDialog())
 
    def saveFileAs(self, _value=False):
        assert not self.image.isNull(), "cannot save empty image"
        self._saveFile(self.saveFileDialog())
 
    def saveFileDialog(self):
        caption = self.tr("%s - Choose File") % __appname__
        filters = self.tr("Label files (*%s)") % LabelFile.suffix
        if self.output_dir:
            dlg = QtWidgets.QFileDialog(
                self, caption, self.output_dir, filters
            )
        else:
            dlg = QtWidgets.QFileDialog(
                self, caption, self.currentPath(), filters
            )
        dlg.setDefaultSuffix(LabelFile.suffix[1:])
        dlg.setAcceptMode(QtWidgets.QFileDialog.AcceptSave)
        dlg.setOption(QtWidgets.QFileDialog.DontConfirmOverwrite, False)
        dlg.setOption(QtWidgets.QFileDialog.DontUseNativeDialog, False)
        basename = osp.basename(osp.splitext(self.filename)[0])
        if self.output_dir:
            default_labelfile_name = osp.join(
                self.output_dir, basename + LabelFile.suffix
            )
        else:
            default_labelfile_name = osp.join(
                self.currentPath(), basename + LabelFile.suffix
            )
        filename = dlg.getSaveFileName(
            self,
            self.tr("Choose File"),
            default_labelfile_name,
            self.tr("Label files (*%s)") % LabelFile.suffix,
        )
        if isinstance(filename, tuple):
            filename, _ = filename
        return filename
 
    def _saveFile(self, filename):
        if filename and self.saveLabels(filename):
            self.addRecentFile(filename)
            self.setClean()
 
    def closeFile(self, _value=False):
        if not self.mayContinue():
            return
        self.resetState()
        self.setClean()
        self.toggleActions(False)
        self.canvas.setEnabled(False)
        self.actions.saveAs.setEnabled(False)
 
    def getLabelFile(self):
        if self.filename.lower().endswith(".json"):
            label_file = self.filename
        else:
            label_file = osp.splitext(self.filename)[0] + ".json"
 
        return label_file
 
    def deleteFile(self):
        mb = QtWidgets.QMessageBox
        msg = self.tr(
            "You are about to permanently delete this label file, "
            "proceed anyway?"
        )
        answer = mb.warning(self, self.tr("Attention"), msg, mb.Yes | mb.No)
        if answer != mb.Yes:
            return
 
        label_file = self.getLabelFile()
        if osp.exists(label_file):
            os.remove(label_file)
            logger.info("Label file is removed: {}".format(label_file))
 
            item = self.fileListWidget.currentItem()
            item.setCheckState(Qt.Unchecked)
 
            self.resetState()
 
    # Message Dialogs. #
    def hasLabels(self):
        if self.noShapes():
            self.errorMessage(
                "No objects labeled",
                "You must label at least one object to save the file.",
            )
            return False
        return True
 
    def hasLabelFile(self):
        if self.filename is None:
            return False
 
        label_file = self.getLabelFile()
        return osp.exists(label_file)
 
    def mayContinue(self):
        if not self.dirty:
            return True
        mb = QtWidgets.QMessageBox
        msg = self.tr('Save annotations to "{}" before closing?').format(
            self.filename
        )
        answer = mb.question(
            self,
            self.tr("Save annotations?"),
            msg,
            mb.Save | mb.Discard | mb.Cancel,
            mb.Save,
        )
        if answer == mb.Discard:
            return True
        elif answer == mb.Save:
            self.saveFile()
            return True
        else:  # answer == mb.Cancel
            return False
 
    def errorMessage(self, title, message):
        return QtWidgets.QMessageBox.critical(
            self, title, "<p><b>%s</b></p>%s" % (title, message)
        )
 
    def currentPath(self):
        return osp.dirname(str(self.filename)) if self.filename else "."
 
    def toggleKeepPrevMode(self):
        self._config["keep_prev"] = not self._config["keep_prev"]
 
    def removeSelectedPoint(self):
        self.canvas.removeSelectedPoint()
        self.canvas.update()
        if not self.canvas.hShape.points:
            self.canvas.deleteShape(self.canvas.hShape)
            self.remLabels([self.canvas.hShape])
            self.setDirty()
            if self.noShapes():
                for action in self.actions.onShapesPresent:
                    action.setEnabled(False)
 
    def deleteSelectedShape(self):
        yes, no = QtWidgets.QMessageBox.Yes, QtWidgets.QMessageBox.No
        msg = self.tr(
            "You are about to permanently delete {} polygons, "
            "proceed anyway?"
        ).format(len(self.canvas.selectedShapes))
        if yes == QtWidgets.QMessageBox.warning(
            self, self.tr("Attention"), msg, yes | no, yes
        ):
            self.remLabels(self.canvas.deleteSelected())
            self.setDirty()
            if self.noShapes():
                for action in self.actions.onShapesPresent:
                    action.setEnabled(False)
 
    def copyShape(self):
        self.canvas.endMove(copy=True)
        for shape in self.canvas.selectedShapes:
            self.addLabel(shape)
        self.labelList.clearSelection()
        self.setDirty()
 
    def moveShape(self):
        self.canvas.endMove(copy=False)
        self.setDirty()
 
    def openDirDialog(self, _value=False, dirpath=None):
        if not self.mayContinue():
            return
 
        defaultOpenDirPath = dirpath if dirpath else "."
        if self.lastOpenDir and osp.exists(self.lastOpenDir):
            defaultOpenDirPath = self.lastOpenDir
        else:
            defaultOpenDirPath = (
                osp.dirname(self.filename) if self.filename else "."
            )
 
        targetDirPath = str(
            QtWidgets.QFileDialog.getExistingDirectory(
                self,
                self.tr("%s - Open Directory") % __appname__,
                defaultOpenDirPath,
                QtWidgets.QFileDialog.ShowDirsOnly
                | QtWidgets.QFileDialog.DontResolveSymlinks,
            )
        )
        self.importDirImages(targetDirPath)
 
    @property
    def imageList(self):
        lst = []
        for i in range(self.fileListWidget.count()):
            item = self.fileListWidget.item(i)
            lst.append(item.text())
        return lst
 
    def importDroppedImageFiles(self, imageFiles):
        extensions = [
            ".%s" % fmt.data().decode().lower()
            for fmt in QtGui.QImageReader.supportedImageFormats()
        ]
 
        self.filename = None
        for file in imageFiles:
            if file in self.imageList or not file.lower().endswith(
                tuple(extensions)
            ):
                continue
            label_file = osp.splitext(file)[0] + ".json"
            if self.output_dir:
                label_file_without_path = osp.basename(label_file)
                label_file = osp.join(self.output_dir, label_file_without_path)
            item = QtWidgets.QListWidgetItem(file)
            item.setFlags(Qt.ItemIsEnabled | Qt.ItemIsSelectable)
            if QtCore.QFile.exists(label_file) and LabelFile.is_label_file(
                label_file
            ):
                item.setCheckState(Qt.Checked)
            else:
                item.setCheckState(Qt.Unchecked)
            self.fileListWidget.addItem(item)
 
        if len(self.imageList) > 1:
            self.actions.openNextImg.setEnabled(True)
            self.actions.openPrevImg.setEnabled(True)
 
        self.openNextImg()
 
    def importDirImages(self, dirpath, pattern=None, load=True):
        self.actions.openNextImg.setEnabled(True)
        self.actions.openPrevImg.setEnabled(True)
 
        if not self.mayContinue() or not dirpath:
            return
 
        self.lastOpenDir = dirpath
        self.filename = None
        self.fileListWidget.clear()
        for filename in self.scanAllImages(dirpath):
            if pattern and pattern not in filename:
                continue
            label_file = osp.splitext(filename)[0] + ".json"
            if self.output_dir:
                label_file_without_path = osp.basename(label_file)
                label_file = osp.join(self.output_dir, label_file_without_path)
            item = QtWidgets.QListWidgetItem(filename)
            item.setFlags(Qt.ItemIsEnabled | Qt.ItemIsSelectable)
            if QtCore.QFile.exists(label_file) and LabelFile.is_label_file(
                label_file
            ):
                item.setCheckState(Qt.Checked)
            else:
                item.setCheckState(Qt.Unchecked)
            self.fileListWidget.addItem(item)
        self.openNextImg(load=load)
 
    def scanAllImages(self, folderPath):
        extensions = [
            ".%s" % fmt.data().decode().lower()
            for fmt in QtGui.QImageReader.supportedImageFormats()
        ]
 
        images = []
        for root, dirs, files in os.walk(folderPath):
            for file in files:
                if file.lower().endswith(tuple(extensions)):
                    relativePath = osp.join(root, file)
                    images.append(relativePath)
        images = natsort.os_sorted(images)
        return images

然后啟動银酬，就會發(fā)現(xiàn)變成中文的了，當(dāng)然你也可以自己去修改代碼中的漢化內(nèi)容

image.png