def newShape(self):
"""Pop-up and give focus to the label editor.
position MUST be in global coordinates.
"""
if len(self.labelHist) > 0:
self.labelDialog = LabelDialog(
parent=self, listItem=self.labelHist)
text = self.labelDialog.popUp(text=self.prevLabelText)
# Add Chris
self.diffcButton.setChecked(False)
if text is not None:
self.prevLabelText = text
self.addLabel(self.canvas.setLastLabel(text))
if self.beginner(): # Switch to edit mode.
self.canvas.setEditing(True)
self.actions.create.setEnabled(True)
else:
self.actions.editMode.setEnabled(True)
self.setDirty()
if text not in self.labelHist:
self.labelHist.append(text)
else:
# self.canvas.undoLastLine()
self.canvas.resetAllLines()
def newShape(self):
"""Pop-up and give focus to the label editor.
position MUST be in global coordinates.
"""
if len(self.labelHist) > 0:
self.labelDialog = LabelDialog(parent=self,
listItem=self.labelHist)
# text = self.labelDialog.popUp()
text = QString(u'pockey') # label only pockey
if text is not None:
self.addLabel(self.canvas.setLastLabel(text))
if self.beginner(): # Switch to edit mode.
self.canvas.setEditing(True)
self.actions.create.setEnabled(True)
else:
self.actions.editMode.setEnabled(True)
self.setDirty()
if text not in self.labelHist:
self.labelHist.append(text)
else:
#self.canvas.undoLastLine()
self.canvas.resetAllLines()
def newShape(self):
"""Pop-up and give focus to the label editor.
position MUST be in global coordinates.
"""
if len(self.labelHist) > 0:
self.labelDialog = LabelDialog(parent=self, listItem=self.labelHist)
text = self.labelDialog.popUp()
if text is not None:
self.addLabel(self.canvas.setLastLabel(text))
if self.beginner(): # Switch to edit mode.
self.canvas.setEditing(True)
self.actions.create.setEnabled(True)
else:
self.actions.editMode.setEnabled(True)
self.setDirty()
if text not in self.labelHist:
self.labelHist.append(text)
else:
#self.canvas.undoLastLine()
self.canvas.resetAllLines()
def __init__(self, defaultFilename=None):
super(MainWindow, self).__init__()
self.setWindowTitle(__appname__)
# Save as Pascal voc xml
self.defaultSaveDir = None
self.usingPascalVocFormat = True
if self.usingPascalVocFormat:
LabelFile.suffix = '.xml'
# For loading all image under a directory
self.mImgList = []
self.dirname = None
self.labelHist = []
self.lastOpenDir = None
# Whether we need to save or not.
self.dirty = False
# Enble auto saving if pressing next
self.autoSaving = True
self._noSelectionSlot = False
self._beginner = True
self.screencastViewer = "firefox"
self.screencast = "https://youtu.be/p0nR2YsCY_U"
self.loadPredefinedClasses()
# Main widgets and related state.
self.labelDialog = LabelDialog(parent=self, listItem=self.labelHist)
self.labelList = QListWidget()
self.itemsToShapes = {}
self.shapesToItems = {}
self.labelList.itemActivated.connect(self.labelSelectionChanged)
self.labelList.itemSelectionChanged.connect(self.labelSelectionChanged)
self.labelList.itemDoubleClicked.connect(self.editLabel)
# Connect to itemChanged to detect checkbox changes.
self.labelList.itemChanged.connect(self.labelItemChanged)
listLayout = QVBoxLayout()
listLayout.setContentsMargins(0, 0, 0, 0)
listLayout.addWidget(self.labelList)
self.editButton = QToolButton()
self.editButton.setToolButtonStyle(Qt.ToolButtonTextBesideIcon)
self.labelListContainer = QWidget()
self.labelListContainer.setLayout(listLayout)
listLayout.addWidget(self.editButton) #, 0, Qt.AlignCenter)
listLayout.addWidget(self.labelList)
self.dock = QDockWidget(u'Box Labels', self)
self.dock.setObjectName(u'Labels')
self.dock.setWidget(self.labelListContainer)
# Tzutalin 20160906 : Add file list and dock to move faster
self.fileListWidget = QListWidget()
self.fileListWidget.itemDoubleClicked.connect(
self.fileitemDoubleClicked)
filelistLayout = QVBoxLayout()
filelistLayout.setContentsMargins(0, 0, 0, 0)
filelistLayout.addWidget(self.fileListWidget)
self.fileListContainer = QWidget()
self.fileListContainer.setLayout(filelistLayout)
self.filedock = QDockWidget(u'File List', self)
self.filedock.setObjectName(u'Files')
self.filedock.setWidget(self.fileListContainer)
self.zoomWidget = ZoomWidget()
self.colorDialog = ColorDialog(parent=self)
self.canvas = Canvas()
self.canvas.zoomRequest.connect(self.zoomRequest)
scroll = QScrollArea()
scroll.setWidget(self.canvas)
scroll.setWidgetResizable(True)
self.scrollBars = {
Qt.Vertical: scroll.verticalScrollBar(),
Qt.Horizontal: scroll.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(scroll)
self.addDockWidget(Qt.RightDockWidgetArea, self.dock)
# Tzutalin 20160906 : Add file list and dock to move faster
self.addDockWidget(Qt.RightDockWidgetArea, self.filedock)
self.dockFeatures = QDockWidget.DockWidgetClosable\
| QDockWidget.DockWidgetFloatable
self.dock.setFeatures(self.dock.features() ^ self.dockFeatures)
# Actions
action = partial(newAction, self)
quit = action('&Quit', self.close, 'Ctrl+Q', 'quit',
u'Quit application')
open = action('&Open', self.openFile, 'Ctrl+O', 'open',
u'Open image or label file')
opendir = action('&Open Dir', self.openDir, 'Ctrl+u', 'open',
u'Open Dir')
changeSavedir = action('&Change default saved Annotation dir',
self.changeSavedir, 'Ctrl+r', 'open',
u'Change default saved Annotation dir')
openAnnotation = action('&Open Annotation', self.openAnnotation,
'Ctrl+q', 'openAnnotation', u'Open Annotation')
openNextImg = action('&Next Image', self.openNextImg, 'd', 'next',
u'Open Next')
openPrevImg = action('&Prev Image', self.openPrevImg, 'a', 'prev',
u'Open Prev')
save = action('&Save',
self.saveFile,
'Ctrl+S',
'save',
u'Save labels to file',
enabled=False)
saveAs = action('&Save As',
self.saveFileAs,
'Ctrl+Shift+S',
'save-as',
u'Save labels to a different file',
enabled=False)
close = action('&Close', self.closeFile, 'Ctrl+W', 'close',
u'Close current file')
color1 = action('Box &Line Color', self.chooseColor1, 'Ctrl+L',
'color_line', u'Choose Box line color')
color2 = action('Box &Fill Color', self.chooseColor2, 'Ctrl+Shift+L',
'color', u'Choose Box fill color')
createMode = action('Create\nRectBox',
self.setCreateMode,
'Ctrl+N',
'new',
u'Start drawing Boxs',
enabled=False)
editMode = action('&Edit\nRectBox',
self.setEditMode,
'Ctrl+J',
'edit',
u'Move and edit Boxs',
enabled=False)
create = action('Create\nRectBox',
self.createShape,
'w',
'new',
u'Draw a new Box',
enabled=False)
delete = action('Delete\nRectBox',
self.deleteSelectedShape,
'Delete',
'delete',
u'Delete',
enabled=False)
copy = action('&Duplicate\nRectBox',
self.copySelectedShape,
'Ctrl+D',
'copy',
u'Create a duplicate of the selected Box',
enabled=False)
advancedMode = action('&Advanced Mode',
self.toggleAdvancedMode,
'Ctrl+Shift+A',
'expert',
u'Switch to advanced mode',
checkable=True)
hideAll = action('&Hide\nRectBox',
partial(self.togglePolygons, False),
'Ctrl+H',
'hide',
u'Hide all Boxs',
enabled=False)
showAll = action('&Show\nRectBox',
partial(self.togglePolygons, True),
'Ctrl+A',
'hide',
u'Show all Boxs',
enabled=False)
help = action('&Tutorial', self.tutorial, 'Ctrl+T', 'help',
u'Show demos')
zoom = QWidgetAction(self)
zoom.setDefaultWidget(self.zoomWidget)
self.zoomWidget.setWhatsThis(
u"Zoom in or out of the image. Also accessible with"\
" %s and %s from the canvas." % (fmtShortcut("Ctrl+[-+]"),
fmtShortcut("Ctrl+Wheel")))
self.zoomWidget.setEnabled(False)
zoomIn = action('Zoom &In',
partial(self.addZoom, 10),
'Ctrl++',
'zoom-in',
u'Increase zoom level',
enabled=False)
zoomOut = action('&Zoom Out',
partial(self.addZoom, -10),
'Ctrl+-',
'zoom-out',
u'Decrease zoom level',
enabled=False)
zoomOrg = action('&Original size',
partial(self.setZoom, 100),
'Ctrl+=',
'zoom',
u'Zoom to original size',
enabled=False)
fitWindow = action('&Fit Window',
self.setFitWindow,
'Ctrl+F',
'fit-window',
u'Zoom follows window size',
checkable=True,
enabled=False)
fitWidth = action('Fit &Width',
self.setFitWidth,
'Ctrl+Shift+F',
'fit-width',
u'Zoom follows window width',
checkable=True,
enabled=False)
# Group zoom controls into a list for easier toggling.
zoomActions = (self.zoomWidget, zoomIn, zoomOut, zoomOrg, fitWindow,
fitWidth)
self.zoomMode = self.MANUAL_ZOOM
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('&Edit Label',
self.editLabel,
'Ctrl+E',
'edit',
u'Modify the label of the selected Box',
enabled=False)
self.editButton.setDefaultAction(edit)
shapeLineColor = action(
'Shape &Line Color',
self.chshapeLineColor,
icon='color_line',
tip=u'Change the line color for this specific shape',
enabled=False)
shapeFillColor = action(
'Shape &Fill Color',
self.chshapeFillColor,
icon='color',
tip=u'Change the fill color for this specific shape',
enabled=False)
labels = self.dock.toggleViewAction()
labels.setText('Show/Hide Label Panel')
labels.setShortcut('Ctrl+Shift+L')
# Lavel list context menu.
labelMenu = QMenu()
addActions(labelMenu, (edit, delete))
self.labelList.setContextMenuPolicy(Qt.CustomContextMenu)
self.labelList.customContextMenuRequested.connect(
self.popLabelListMenu)
# Store actions for further handling.
self.actions = struct(
save=save,
saveAs=saveAs,
open=open,
close=close,
lineColor=color1,
fillColor=color2,
create=create,
delete=delete,
edit=edit,
copy=copy,
createMode=createMode,
editMode=editMode,
advancedMode=advancedMode,
shapeLineColor=shapeLineColor,
shapeFillColor=shapeFillColor,
zoom=zoom,
zoomIn=zoomIn,
zoomOut=zoomOut,
zoomOrg=zoomOrg,
fitWindow=fitWindow,
fitWidth=fitWidth,
zoomActions=zoomActions,
fileMenuActions=(open, opendir, save, saveAs, close, quit),
beginner=(),
advanced=(),
editMenu=(edit, copy, delete, None, color1, color2),
beginnerContext=(create, edit, copy, delete),
advancedContext=(createMode, editMode, edit, copy, delete,
shapeLineColor, shapeFillColor),
onLoadActive=(close, create, createMode, editMode),
onShapesPresent=(saveAs, hideAll, showAll))
self.menus = struct(file=self.menu('&File'),
edit=self.menu('&Edit'),
view=self.menu('&View'),
help=self.menu('&Help'),
recentFiles=QMenu('Open &Recent'),
labelList=labelMenu)
addActions(self.menus.file,
(open, opendir, changeSavedir, openAnnotation,
self.menus.recentFiles, save, saveAs, close, None, quit))
addActions(self.menus.help, (help, ))
addActions(self.menus.view,
(labels, advancedMode, None, hideAll, showAll, None, zoomIn,
zoomOut, zoomOrg, None, fitWindow, fitWidth))
self.menus.file.aboutToShow.connect(self.updateFileMenu)
# Custom context menu for the canvas widget:
addActions(self.canvas.menus[0], self.actions.beginnerContext)
addActions(self.canvas.menus[1],
(action('&Copy here', self.copyShape),
action('&Move here', self.moveShape)))
self.tools = self.toolbar('Tools')
self.actions.beginner = (open, opendir, openNextImg, openPrevImg, save,
None, create, copy, delete, None, zoomIn,
zoom, zoomOut, fitWindow, fitWidth)
self.actions.advanced = (open, save, None, createMode, editMode, None,
hideAll, showAll)
self.statusBar().showMessage('%s started.' % __appname__)
self.statusBar().show()
# Application state.
self.image = QImage()
self.filePath = u(defaultFilename)
self.recentFiles = []
self.maxRecent = 7
self.lineColor = None
self.fillColor = None
self.zoom_level = 100
self.fit_window = False
# XXX: Could be completely declarative.
# Restore application settings.
if have_qstring():
types = {
'filename': QString,
'recentFiles': QStringList,
'window/size': QSize,
'window/position': QPoint,
'window/geometry': QByteArray,
'line/color': QColor,
'fill/color': QColor,
'advanced': bool,
# Docks and toolbars:
'window/state': QByteArray,
'savedir': QString,
'lastOpenDir': QString,
}
else:
types = {
'filename': str,
'recentFiles': list,
'window/size': QSize,
'window/position': QPoint,
'window/geometry': QByteArray,
'line/color': QColor,
'fill/color': QColor,
'advanced': bool,
# Docks and toolbars:
'window/state': QByteArray,
'savedir': str,
'lastOpenDir': str,
}
self.settings = settings = Settings(types)
self.recentFiles = list(settings.get('recentFiles', []))
size = settings.get('window/size', QSize(600, 500))
position = settings.get('window/position', QPoint(0, 0))
self.resize(size)
self.move(position)
saveDir = u(settings.get('savedir', None))
self.lastOpenDir = u(settings.get('lastOpenDir', None))
if os.path.exists(saveDir):
self.defaultSaveDir = saveDir
self.statusBar().showMessage(
'%s started. Annotation will be saved to %s' %
(__appname__, self.defaultSaveDir))
self.statusBar().show()
# or simply:
#self.restoreGeometry(settings['window/geometry']
self.restoreState(settings.get('window/state', QByteArray()))
self.lineColor = QColor(settings.get('line/color', Shape.line_color))
self.fillColor = QColor(settings.get('fill/color', Shape.fill_color))
Shape.line_color = self.lineColor
Shape.fill_color = self.fillColor
def xbool(x):
if isinstance(x, QVariant):
return x.toBool()
return bool(x)
if xbool(settings.get('advanced', False)):
self.actions.advancedMode.setChecked(True)
self.toggleAdvancedMode()
# Populate the File menu dynamically.
self.updateFileMenu()
# Since loading the file may take some time, make sure it runs in the background.
self.queueEvent(partial(self.loadFile, self.filePath))
# Callbacks:
self.zoomWidget.valueChanged.connect(self.paintCanvas)
self.populateModeActions()
class MainWindow(QMainWindow, WindowMixin):
FIT_WINDOW, FIT_WIDTH, MANUAL_ZOOM = list(range(3))
def __init__(self, defaultFilename=None):
super(MainWindow, self).__init__()
self.setWindowTitle(__appname__)
# Save as Pascal voc xml
self.defaultSaveDir = None
self.usingPascalVocFormat = True
if self.usingPascalVocFormat:
LabelFile.suffix = '.xml'
# For loading all image under a directory
self.mImgList = []
self.dirname = None
self.labelHist = []
self.lastOpenDir = None
# Whether we need to save or not.
self.dirty = False
# Enble auto saving if pressing next
self.autoSaving = True
self._noSelectionSlot = False
self._beginner = True
self.screencastViewer = "firefox"
self.screencast = "https://youtu.be/p0nR2YsCY_U"
self.loadPredefinedClasses()
# Main widgets and related state.
self.labelDialog = LabelDialog(parent=self, listItem=self.labelHist)
self.labelList = QListWidget()
self.itemsToShapes = {}
self.shapesToItems = {}
self.labelList.itemActivated.connect(self.labelSelectionChanged)
self.labelList.itemSelectionChanged.connect(self.labelSelectionChanged)
self.labelList.itemDoubleClicked.connect(self.editLabel)
# Connect to itemChanged to detect checkbox changes.
self.labelList.itemChanged.connect(self.labelItemChanged)
listLayout = QVBoxLayout()
listLayout.setContentsMargins(0, 0, 0, 0)
listLayout.addWidget(self.labelList)
self.editButton = QToolButton()
self.editButton.setToolButtonStyle(Qt.ToolButtonTextBesideIcon)
self.labelListContainer = QWidget()
self.labelListContainer.setLayout(listLayout)
listLayout.addWidget(self.editButton) #, 0, Qt.AlignCenter)
listLayout.addWidget(self.labelList)
self.dock = QDockWidget(u'Box Labels', self)
self.dock.setObjectName(u'Labels')
self.dock.setWidget(self.labelListContainer)
# Tzutalin 20160906 : Add file list and dock to move faster
self.fileListWidget = QListWidget()
self.fileListWidget.itemDoubleClicked.connect(
self.fileitemDoubleClicked)
filelistLayout = QVBoxLayout()
filelistLayout.setContentsMargins(0, 0, 0, 0)
filelistLayout.addWidget(self.fileListWidget)
self.fileListContainer = QWidget()
self.fileListContainer.setLayout(filelistLayout)
self.filedock = QDockWidget(u'File List', self)
self.filedock.setObjectName(u'Files')
self.filedock.setWidget(self.fileListContainer)
self.zoomWidget = ZoomWidget()
self.colorDialog = ColorDialog(parent=self)
self.canvas = Canvas()
self.canvas.zoomRequest.connect(self.zoomRequest)
scroll = QScrollArea()
scroll.setWidget(self.canvas)
scroll.setWidgetResizable(True)
self.scrollBars = {
Qt.Vertical: scroll.verticalScrollBar(),
Qt.Horizontal: scroll.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(scroll)
self.addDockWidget(Qt.RightDockWidgetArea, self.dock)
# Tzutalin 20160906 : Add file list and dock to move faster
self.addDockWidget(Qt.RightDockWidgetArea, self.filedock)
self.dockFeatures = QDockWidget.DockWidgetClosable\
| QDockWidget.DockWidgetFloatable
self.dock.setFeatures(self.dock.features() ^ self.dockFeatures)
# Actions
action = partial(newAction, self)
quit = action('&Quit', self.close, 'Ctrl+Q', 'quit',
u'Quit application')
open = action('&Open', self.openFile, 'Ctrl+O', 'open',
u'Open image or label file')
opendir = action('&Open Dir', self.openDir, 'Ctrl+u', 'open',
u'Open Dir')
changeSavedir = action('&Change default saved Annotation dir',
self.changeSavedir, 'Ctrl+r', 'open',
u'Change default saved Annotation dir')
openAnnotation = action('&Open Annotation', self.openAnnotation,
'Ctrl+q', 'openAnnotation', u'Open Annotation')
openNextImg = action('&Next Image', self.openNextImg, 'd', 'next',
u'Open Next')
openPrevImg = action('&Prev Image', self.openPrevImg, 'a', 'prev',
u'Open Prev')
save = action('&Save',
self.saveFile,
'Ctrl+S',
'save',
u'Save labels to file',
enabled=False)
saveAs = action('&Save As',
self.saveFileAs,
'Ctrl+Shift+S',
'save-as',
u'Save labels to a different file',
enabled=False)
close = action('&Close', self.closeFile, 'Ctrl+W', 'close',
u'Close current file')
color1 = action('Box &Line Color', self.chooseColor1, 'Ctrl+L',
'color_line', u'Choose Box line color')
color2 = action('Box &Fill Color', self.chooseColor2, 'Ctrl+Shift+L',
'color', u'Choose Box fill color')
createMode = action('Create\nRectBox',
self.setCreateMode,
'Ctrl+N',
'new',
u'Start drawing Boxs',
enabled=False)
editMode = action('&Edit\nRectBox',
self.setEditMode,
'Ctrl+J',
'edit',
u'Move and edit Boxs',
enabled=False)
create = action('Create\nRectBox',
self.createShape,
'w',
'new',
u'Draw a new Box',
enabled=False)
delete = action('Delete\nRectBox',
self.deleteSelectedShape,
'Delete',
'delete',
u'Delete',
enabled=False)
copy = action('&Duplicate\nRectBox',
self.copySelectedShape,
'Ctrl+D',
'copy',
u'Create a duplicate of the selected Box',
enabled=False)
advancedMode = action('&Advanced Mode',
self.toggleAdvancedMode,
'Ctrl+Shift+A',
'expert',
u'Switch to advanced mode',
checkable=True)
hideAll = action('&Hide\nRectBox',
partial(self.togglePolygons, False),
'Ctrl+H',
'hide',
u'Hide all Boxs',
enabled=False)
showAll = action('&Show\nRectBox',
partial(self.togglePolygons, True),
'Ctrl+A',
'hide',
u'Show all Boxs',
enabled=False)
help = action('&Tutorial', self.tutorial, 'Ctrl+T', 'help',
u'Show demos')
zoom = QWidgetAction(self)
zoom.setDefaultWidget(self.zoomWidget)
self.zoomWidget.setWhatsThis(
u"Zoom in or out of the image. Also accessible with"\
" %s and %s from the canvas." % (fmtShortcut("Ctrl+[-+]"),
fmtShortcut("Ctrl+Wheel")))
self.zoomWidget.setEnabled(False)
zoomIn = action('Zoom &In',
partial(self.addZoom, 10),
'Ctrl++',
'zoom-in',
u'Increase zoom level',
enabled=False)
zoomOut = action('&Zoom Out',
partial(self.addZoom, -10),
'Ctrl+-',
'zoom-out',
u'Decrease zoom level',
enabled=False)
zoomOrg = action('&Original size',
partial(self.setZoom, 100),
'Ctrl+=',
'zoom',
u'Zoom to original size',
enabled=False)
fitWindow = action('&Fit Window',
self.setFitWindow,
'Ctrl+F',
'fit-window',
u'Zoom follows window size',
checkable=True,
enabled=False)
fitWidth = action('Fit &Width',
self.setFitWidth,
'Ctrl+Shift+F',
'fit-width',
u'Zoom follows window width',
checkable=True,
enabled=False)
# Group zoom controls into a list for easier toggling.
zoomActions = (self.zoomWidget, zoomIn, zoomOut, zoomOrg, fitWindow,
fitWidth)
self.zoomMode = self.MANUAL_ZOOM
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('&Edit Label',
self.editLabel,
'Ctrl+E',
'edit',
u'Modify the label of the selected Box',
enabled=False)
self.editButton.setDefaultAction(edit)
shapeLineColor = action(
'Shape &Line Color',
self.chshapeLineColor,
icon='color_line',
tip=u'Change the line color for this specific shape',
enabled=False)
shapeFillColor = action(
'Shape &Fill Color',
self.chshapeFillColor,
icon='color',
tip=u'Change the fill color for this specific shape',
enabled=False)
labels = self.dock.toggleViewAction()
labels.setText('Show/Hide Label Panel')
labels.setShortcut('Ctrl+Shift+L')
# Lavel list context menu.
labelMenu = QMenu()
addActions(labelMenu, (edit, delete))
self.labelList.setContextMenuPolicy(Qt.CustomContextMenu)
self.labelList.customContextMenuRequested.connect(
self.popLabelListMenu)
# Store actions for further handling.
self.actions = struct(
save=save,
saveAs=saveAs,
open=open,
close=close,
lineColor=color1,
fillColor=color2,
create=create,
delete=delete,
edit=edit,
copy=copy,
createMode=createMode,
editMode=editMode,
advancedMode=advancedMode,
shapeLineColor=shapeLineColor,
shapeFillColor=shapeFillColor,
zoom=zoom,
zoomIn=zoomIn,
zoomOut=zoomOut,
zoomOrg=zoomOrg,
fitWindow=fitWindow,
fitWidth=fitWidth,
zoomActions=zoomActions,
fileMenuActions=(open, opendir, save, saveAs, close, quit),
beginner=(),
advanced=(),
editMenu=(edit, copy, delete, None, color1, color2),
beginnerContext=(create, edit, copy, delete),
advancedContext=(createMode, editMode, edit, copy, delete,
shapeLineColor, shapeFillColor),
onLoadActive=(close, create, createMode, editMode),
onShapesPresent=(saveAs, hideAll, showAll))
self.menus = struct(file=self.menu('&File'),
edit=self.menu('&Edit'),
view=self.menu('&View'),
help=self.menu('&Help'),
recentFiles=QMenu('Open &Recent'),
labelList=labelMenu)
addActions(self.menus.file,
(open, opendir, changeSavedir, openAnnotation,
self.menus.recentFiles, save, saveAs, close, None, quit))
addActions(self.menus.help, (help, ))
addActions(self.menus.view,
(labels, advancedMode, None, hideAll, showAll, None, zoomIn,
zoomOut, zoomOrg, None, fitWindow, fitWidth))
self.menus.file.aboutToShow.connect(self.updateFileMenu)
# Custom context menu for the canvas widget:
addActions(self.canvas.menus[0], self.actions.beginnerContext)
addActions(self.canvas.menus[1],
(action('&Copy here', self.copyShape),
action('&Move here', self.moveShape)))
self.tools = self.toolbar('Tools')
self.actions.beginner = (open, opendir, openNextImg, openPrevImg, save,
None, create, copy, delete, None, zoomIn,
zoom, zoomOut, fitWindow, fitWidth)
self.actions.advanced = (open, save, None, createMode, editMode, None,
hideAll, showAll)
self.statusBar().showMessage('%s started.' % __appname__)
self.statusBar().show()
# Application state.
self.image = QImage()
self.filePath = u(defaultFilename)
self.recentFiles = []
self.maxRecent = 7
self.lineColor = None
self.fillColor = None
self.zoom_level = 100
self.fit_window = False
# XXX: Could be completely declarative.
# Restore application settings.
if have_qstring():
types = {
'filename': QString,
'recentFiles': QStringList,
'window/size': QSize,
'window/position': QPoint,
'window/geometry': QByteArray,
'line/color': QColor,
'fill/color': QColor,
'advanced': bool,
# Docks and toolbars:
'window/state': QByteArray,
'savedir': QString,
'lastOpenDir': QString,
}
else:
types = {
'filename': str,
'recentFiles': list,
'window/size': QSize,
'window/position': QPoint,
'window/geometry': QByteArray,
'line/color': QColor,
'fill/color': QColor,
'advanced': bool,
# Docks and toolbars:
'window/state': QByteArray,
'savedir': str,
'lastOpenDir': str,
}
self.settings = settings = Settings(types)
self.recentFiles = list(settings.get('recentFiles', []))
size = settings.get('window/size', QSize(600, 500))
position = settings.get('window/position', QPoint(0, 0))
self.resize(size)
self.move(position)
saveDir = u(settings.get('savedir', None))
self.lastOpenDir = u(settings.get('lastOpenDir', None))
if os.path.exists(saveDir):
self.defaultSaveDir = saveDir
self.statusBar().showMessage(
'%s started. Annotation will be saved to %s' %
(__appname__, self.defaultSaveDir))
self.statusBar().show()
# or simply:
#self.restoreGeometry(settings['window/geometry']
self.restoreState(settings.get('window/state', QByteArray()))
self.lineColor = QColor(settings.get('line/color', Shape.line_color))
self.fillColor = QColor(settings.get('fill/color', Shape.fill_color))
Shape.line_color = self.lineColor
Shape.fill_color = self.fillColor
def xbool(x):
if isinstance(x, QVariant):
return x.toBool()
return bool(x)
if xbool(settings.get('advanced', False)):
self.actions.advancedMode.setChecked(True)
self.toggleAdvancedMode()
# Populate the File menu dynamically.
self.updateFileMenu()
# Since loading the file may take some time, make sure it runs in the background.
self.queueEvent(partial(self.loadFile, self.filePath))
# Callbacks:
self.zoomWidget.valueChanged.connect(self.paintCanvas)
self.populateModeActions()
## Support Functions ##
def noShapes(self):
return not self.itemsToShapes
def toggleAdvancedMode(self, value=True):
self._beginner = not value
self.canvas.setEditing(True)
self.populateModeActions()
self.editButton.setVisible(not value)
if value:
self.actions.createMode.setEnabled(True)
self.actions.editMode.setEnabled(False)
self.dock.setFeatures(self.dock.features() | self.dockFeatures)
else:
self.dock.setFeatures(self.dock.features() ^ self.dockFeatures)
def populateModeActions(self):
if self.beginner():
tool, menu = self.actions.beginner, self.actions.beginnerContext
else:
tool, menu = self.actions.advanced, self.actions.advancedContext
self.tools.clear()
addActions(self.tools, tool)
self.canvas.menus[0].clear()
addActions(self.canvas.menus[0], menu)
self.menus.edit.clear()
actions = (self.actions.create,) if self.beginner()\
else (self.actions.createMode, self.actions.editMode)
addActions(self.menus.edit, actions + self.actions.editMenu)
def setBeginner(self):
self.tools.clear()
addActions(self.tools, self.actions.beginner)
def setAdvanced(self):
self.tools.clear()
addActions(self.tools, self.actions.advanced)
def setDirty(self):
self.dirty = True
self.actions.save.setEnabled(True)
def setClean(self):
self.dirty = False
self.actions.save.setEnabled(False)
self.actions.create.setEnabled(True)
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):
QTimer.singleShot(0, function)
def status(self, message, delay=5000):
self.statusBar().showMessage(message, delay)
def resetState(self):
self.itemsToShapes.clear()
self.shapesToItems.clear()
self.labelList.clear()
self.filePath = None
self.imageData = None
self.labelFile = None
self.canvas.resetState()
def currentItem(self):
items = self.labelList.selectedItems()
if items:
return items[0]
return None
def addRecentFile(self, filePath):
if filePath in self.recentFiles:
self.recentFiles.remove(filePath)
elif len(self.recentFiles) >= self.maxRecent:
self.recentFiles.pop()
self.recentFiles.insert(0, filePath)
def beginner(self):
return self._beginner
def advanced(self):
return not self.beginner()
## Callbacks ##
def tutorial(self):
subprocess.Popen([self.screencastViewer, self.screencast])
def createShape(self):
assert self.beginner()
self.canvas.setEditing(False)
self.actions.create.setEnabled(False)
def toggleDrawingSensitive(self, drawing=True):
"""In the middle of drawing, toggling between modes should be disabled."""
self.actions.editMode.setEnabled(not drawing)
if not drawing and self.beginner():
# Cancel creation.
print('Cancel creation.')
self.canvas.setEditing(True)
self.canvas.restoreCursor()
self.actions.create.setEnabled(True)
def toggleDrawMode(self, edit=True):
self.canvas.setEditing(edit)
self.actions.createMode.setEnabled(edit)
self.actions.editMode.setEnabled(not edit)
def setCreateMode(self):
assert self.advanced()
self.toggleDrawMode(False)
def setEditMode(self):
assert self.advanced()
self.toggleDrawMode(True)
def updateFileMenu(self):
currFilePath = self.filePath
def exists(filename):
return os.path.exists(filename)
menu = self.menus.recentFiles
menu.clear()
files = [
f for f in self.recentFiles if f != currFilePath and exists(f)
]
for i, f in enumerate(files):
icon = newIcon('labels')
action = QAction(icon, '&%d %s' % (i + 1, QFileInfo(f).fileName()),
self)
action.triggered.connect(partial(self.loadRecent, f))
menu.addAction(action)
def popLabelListMenu(self, point):
self.menus.labelList.exec_(self.labelList.mapToGlobal(point))
def editLabel(self, item=None):
if not self.canvas.editing():
return
item = item if item else self.currentItem()
text = self.labelDialog.popUp(item.text())
if text is not None:
item.setText(text)
self.setDirty()
# Tzutalin 20160906 : Add file list and dock to move faster
def fileitemDoubleClicked(self, item=None):
currIndex = self.mImgList.index(u(item.text()))
if currIndex < len(self.mImgList):
filename = self.mImgList[currIndex]
if filename:
self.loadFile(filename)
# React to canvas signals.
def shapeSelectionChanged(self, selected=False):
if self._noSelectionSlot:
self._noSelectionSlot = False
else:
shape = self.canvas.selectedShape
if shape:
self.shapesToItems[shape].setSelected(True)
else:
self.labelList.clearSelection()
self.actions.delete.setEnabled(selected)
self.actions.copy.setEnabled(selected)
self.actions.edit.setEnabled(selected)
self.actions.shapeLineColor.setEnabled(selected)
self.actions.shapeFillColor.setEnabled(selected)
def addLabel(self, shape):
item = HashableQListWidgetItem(shape.label)
item.setFlags(item.flags() | Qt.ItemIsUserCheckable)
item.setCheckState(Qt.Checked)
self.itemsToShapes[item] = shape
self.shapesToItems[shape] = item
self.labelList.addItem(item)
for action in self.actions.onShapesPresent:
action.setEnabled(True)
def remLabel(self, shape):
item = self.shapesToItems[shape]
self.labelList.takeItem(self.labelList.row(item))
del self.shapesToItems[shape]
del self.itemsToShapes[item]
def loadLabels(self, shapes):
s = []
for label, points, line_color, fill_color in shapes:
shape = Shape(label=label)
for x, y in points:
shape.addPoint(QPointF(x, y))
shape.close()
s.append(shape)
self.addLabel(shape)
if line_color:
shape.line_color = QColor(*line_color)
if fill_color:
shape.fill_color = QColor(*fill_color)
self.canvas.loadShapes(s)
def saveLabels(self, filePath):
lf = LabelFile()
def format_shape(s):
return dict(label=s.label,
line_color=s.line_color.getRgb()\
if s.line_color != self.lineColor else None,
fill_color=s.fill_color.getRgb()\
if s.fill_color != self.fillColor else None,
points=[(p.x(), p.y()) for p in s.points])
shapes = [format_shape(shape) for shape in self.canvas.shapes]
# Can add differrent annotation formats here
try:
unicodeFilePath = u(filePath)
if self.usingPascalVocFormat is True:
lf.savePascalVocFormat(unicodeFilePath, shapes,
unicodeFilePath, self.imageData,
self.lineColor.getRgb(),
self.fillColor.getRgb())
else:
lf.save(unicodeFilePath, shapes, unicodeFilePath,
self.imageData, self.lineColor.getRgb(),
self.fillColor.getRgb())
self.labelFile = lf
self.filePath = unicodeFilePath
return True
except LabelFileError as e:
self.errorMessage(u'Error saving label data', u'<b>%s</b>' % e)
return False
def copySelectedShape(self):
self.addLabel(self.canvas.copySelectedShape())
#fix copy and delete
self.shapeSelectionChanged(True)
def labelSelectionChanged(self):
item = self.currentItem()
if item and self.canvas.editing():
self._noSelectionSlot = True
self.canvas.selectShape(self.itemsToShapes[item])
def labelItemChanged(self, item):
shape = self.itemsToShapes[item]
label = item.text()
if label != shape.label:
shape.label = item.text()
self.setDirty()
else: # User probably changed item visibility
self.canvas.setShapeVisible(shape, item.checkState() == Qt.Checked)
## Callback functions:
def newShape(self):
"""Pop-up and give focus to the label editor.
position MUST be in global coordinates.
"""
if len(self.labelHist) > 0:
self.labelDialog = LabelDialog(parent=self,
listItem=self.labelHist)
# text = self.labelDialog.popUp()
text = QString(u'pockey') # label only pockey
if text is not None:
self.addLabel(self.canvas.setLastLabel(text))
if self.beginner(): # Switch to edit mode.
self.canvas.setEditing(True)
self.actions.create.setEnabled(True)
else:
self.actions.editMode.setEnabled(True)
self.setDirty()
if text not in self.labelHist:
self.labelHist.append(text)
else:
#self.canvas.undoLastLine()
self.canvas.resetAllLines()
def scrollRequest(self, delta, orientation):
units = -delta / (8 * 15)
bar = self.scrollBars[orientation]
bar.setValue(bar.value() + bar.singleStep() * units)
def setZoom(self, value):
self.actions.fitWidth.setChecked(False)
self.actions.fitWindow.setChecked(False)
self.zoomMode = self.MANUAL_ZOOM
self.zoomWidget.setValue(value)
def addZoom(self, increment=10):
self.setZoom(self.zoomWidget.value() + increment)
def zoomRequest(self, delta):
units = delta / (8 * 15)
scale = 10
self.addZoom(scale * units)
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 togglePolygons(self, value):
for item, shape in self.itemsToShapes.items():
item.setCheckState(Qt.Checked if value else Qt.Unchecked)
def loadFile(self, filePath=None):
"""Load the specified file, or the last opened file if None."""
self.resetState()
self.canvas.setEnabled(False)
if filePath is None:
filePath = self.settings.get('filename')
unicodeFilePath = u(filePath)
# Tzutalin 20160906 : Add file list and dock to move faster
# Highlight the file item
if unicodeFilePath and self.fileListWidget.count() > 0:
index = self.mImgList.index(unicodeFilePath)
fileWidgetItem = self.fileListWidget.item(index)
fileWidgetItem.setSelected(True)
if unicodeFilePath and os.path.exists(unicodeFilePath):
if LabelFile.isLabelFile(unicodeFilePath):
try:
self.labelFile = LabelFile(unicodeFilePath)
except LabelFileError as e:
self.errorMessage(u'Error opening file',
(u"<p><b>%s</b></p>"
u"<p>Make sure <i>%s</i> is a valid label file.") \
% (e, unicodeFilePath))
self.status("Error reading %s" % unicodeFilePath)
return False
self.imageData = self.labelFile.imageData
self.lineColor = QColor(*self.labelFile.lineColor)
self.fillColor = QColor(*self.labelFile.fillColor)
else:
# Load image:
# read data first and store for saving into label file.
self.imageData = read(unicodeFilePath, None)
self.labelFile = None
image = QImage.fromData(self.imageData)
if image.isNull():
self.errorMessage(
u'Error opening file',
u"<p>Make sure <i>%s</i> is a valid image file." %
unicodeFilePath)
self.status("Error reading %s" % unicodeFilePath)
return False
self.status("Loaded %s" % os.path.basename(unicodeFilePath))
self.image = image
self.filePath = unicodeFilePath
self.canvas.loadPixmap(QPixmap.fromImage(image))
if self.labelFile:
self.loadLabels(self.labelFile.shapes)
self.setClean()
self.canvas.setEnabled(True)
self.adjustScale(initial=True)
self.paintCanvas()
self.addRecentFile(self.filePath)
self.toggleActions(True)
## Label xml file and show bound box according to its filename
if self.usingPascalVocFormat is True and \
self.defaultSaveDir is not None:
basename = os.path.basename(
os.path.splitext(self.filePath)[0]) + XML_EXT
xmlPath = os.path.join(self.defaultSaveDir, basename)
self.loadPascalXMLByFilename(xmlPath)
return True
return False
def resizeEvent(self, event):
if self.canvas and not self.image.isNull()\
and self.zoomMode != self.MANUAL_ZOOM:
self.adjustScale()
super(MainWindow, self).resizeEvent(event)
def paintCanvas(self):
assert not self.image.isNull(), "cannot paint null image"
self.canvas.scale = 0.01 * self.zoomWidget.value()
self.canvas.adjustSize()
self.canvas.update()
def adjustScale(self, initial=False):
value = self.scalers[self.FIT_WINDOW if initial else self.zoomMode]()
self.zoomWidget.setValue(int(100 * value))
def scaleFitWindow(self):
"""Figure out the size of the pixmap in order to fit the main widget."""
e = 2.0 # So that no scrollbars are generated.
w1 = self.centralWidget().width() - e
h1 = self.centralWidget().height() - e
a1 = w1 / h1
# Calculate a new scale value based on the pixmap's aspect ratio.
w2 = self.canvas.pixmap.width() - 0.0
h2 = self.canvas.pixmap.height() - 0.0
a2 = w2 / h2
return w1 / w2 if a2 >= a1 else h1 / h2
def scaleFitWidth(self):
# The epsilon does not seem to work too well here.
w = self.centralWidget().width() - 2.0
return w / self.canvas.pixmap.width()
def closeEvent(self, event):
if not self.mayContinue():
event.ignore()
s = self.settings
# If it loads images from dir, don't load it at the begining
if self.dirname is None:
s['filename'] = self.filePath if self.filePath else ''
else:
s['filename'] = ''
s['window/size'] = self.size()
s['window/position'] = self.pos()
s['window/state'] = self.saveState()
s['line/color'] = self.lineColor
s['fill/color'] = self.fillColor
s['recentFiles'] = self.recentFiles
s['advanced'] = not self._beginner
if self.defaultSaveDir is not None and len(self.defaultSaveDir) > 1:
s['savedir'] = str(self.defaultSaveDir)
else:
s['savedir'] = ""
if self.lastOpenDir is not None and len(self.lastOpenDir) > 1:
s['lastOpenDir'] = self.lastOpenDir
else:
s['lastOpenDir'] = ""
## User Dialogs ##
def loadRecent(self, filename):
if self.mayContinue():
self.loadFile(filename)
def scanAllImages(self, folderPath):
extensions = ['.jpeg', '.jpg', '.png', '.bmp']
images = []
for root, dirs, files in os.walk(folderPath):
for file in files:
if file.lower().endswith(tuple(extensions)):
relatviePath = os.path.join(root, file)
path = u(os.path.abspath(relatviePath))
images.append(path)
images.sort(key=lambda x: x.lower())
return images
def changeSavedir(self, _value=False):
if self.defaultSaveDir is not None:
path = str(self.defaultSaveDir)
else:
path = '.'
dirpath = str(
QFileDialog.getExistingDirectory(
self, '%s - Save to the directory' % __appname__, path,
QFileDialog.ShowDirsOnly
| QFileDialog.DontResolveSymlinks))
if dirpath is not None and len(dirpath) > 1:
self.defaultSaveDir = dirpath
self.statusBar().showMessage(
'%s . Annotation will be saved to %s' %
('Change saved folder', self.defaultSaveDir))
self.statusBar().show()
def openAnnotation(self, _value=False):
if self.filePath is None:
return
path = os.path.dirname(u(self.filePath))\
if self.filePath else '.'
if self.usingPascalVocFormat:
formats = ['*.%s' % str(fmt).lower()\
for fmt in QImageReader.supportedImageFormats()]
filters = "Open Annotation XML file (%s)" % \
' '.join(formats + ['*.xml'])
filename = str(
QFileDialog.getOpenFileName(
self, '%s - Choose a xml file' % __appname__, path,
filters))
self.loadPascalXMLByFilename(filename)
def openDir(self, _value=False):
if not self.mayContinue():
return
path = os.path.dirname(self.filePath)\
if self.filePath else '.'
if self.lastOpenDir is not None and len(self.lastOpenDir) > 1:
path = self.lastOpenDir
dirpath = u(
QFileDialog.getExistingDirectory(
self, '%s - Open Directory' % __appname__, path,
QFileDialog.ShowDirsOnly
| QFileDialog.DontResolveSymlinks))
if dirpath is not None and len(dirpath) > 1:
self.lastOpenDir = dirpath
self.dirname = dirpath
self.filePath = None
self.fileListWidget.clear()
self.mImgList = self.scanAllImages(dirpath)
self.openNextImg()
for imgPath in self.mImgList:
item = QListWidgetItem(imgPath)
self.fileListWidget.addItem(item)
def openPrevImg(self, _value=False):
if not self.mayContinue():
return
if len(self.mImgList) <= 0:
return
if self.filePath is None:
return
currIndex = self.mImgList.index(self.filePath)
if currIndex - 1 >= 0:
filename = self.mImgList[currIndex - 1]
if filename:
self.loadFile(filename)
def openNextImg(self, _value=False):
# Proceding next image without dialog if having any label
if self.autoSaving is True and self.defaultSaveDir is not None:
if self.dirty is True and self.hasLabels():
self.saveFile()
if not self.mayContinue():
return
if len(self.mImgList) <= 0:
return
filename = None
if self.filePath is None:
filename = self.mImgList[0]
else:
currIndex = self.mImgList.index(self.filePath)
if currIndex + 1 < len(self.mImgList):
filename = self.mImgList[currIndex + 1]
if filename:
self.loadFile(filename)
def openFile(self, _value=False):
if not self.mayContinue():
return
path = os.path.dirname(str(self.filePath))\
if self.filePath else '.'
formats = ['*.%s' % str(fmt).lower()\
for fmt in QImageReader.supportedImageFormats()]
filters = "Image & Label files (%s)" % \
' '.join(formats + ['*%s' % LabelFile.suffix])
filename = QFileDialog.getOpenFileName(
self, '%s - Choose Image or Label file' % __appname__, path,
filters)
if filename:
self.loadFile(filename)
def saveFile(self, _value=False):
assert not self.image.isNull(), "cannot save empty image"
if self.hasLabels():
if self.defaultSaveDir is not None and len(str(
self.defaultSaveDir)):
print('handle the image:' + self.filePath)
imgFileName = os.path.basename(self.filePath)
savedFileName = os.path.splitext(
imgFileName)[0] + LabelFile.suffix
savedPath = os.path.join(str(self.defaultSaveDir),
savedFileName)
self._saveFile(savedPath)
else:
self._saveFile(self.filePath if self.labelFile\
else self.saveFileDialog())
def saveFileAs(self, _value=False):
assert not self.image.isNull(), "cannot save empty image"
if self.hasLabels():
self._saveFile(self.saveFileDialog())
def saveFileDialog(self):
caption = '%s - Choose File' % __appname__
filters = 'File (*%s)' % LabelFile.suffix
openDialogPath = self.currentPath()
dlg = QFileDialog(self, caption, openDialogPath, filters)
dlg.setDefaultSuffix(LabelFile.suffix[1:])
dlg.setAcceptMode(QFileDialog.AcceptSave)
filenameWithoutExtension = os.path.splitext(self.filePath)[0]
dlg.selectFile(filenameWithoutExtension)
dlg.setOption(QFileDialog.DontUseNativeDialog, False)
if dlg.exec_():
return dlg.selectedFiles()[0]
return ''
def _saveFile(self, annotationFilePath):
if annotationFilePath and self.saveLabels(annotationFilePath):
self.setClean()
self.statusBar().showMessage('Saved to %s' % annotationFilePath)
self.statusBar().show()
def closeFile(self, _value=False):
if not self.mayContinue():
return
self.resetState()
self.setClean()
self.toggleActions(False)
self.canvas.setEnabled(False)
self.actions.saveAs.setEnabled(False)
# Message Dialogs. #
def hasLabels(self):
if not self.itemsToShapes:
self.errorMessage(
u'No objects labeled',
u'You must label at least one object to save the file.')
return False
return True
def mayContinue(self):
return not (self.dirty and not self.discardChangesDialog())
def discardChangesDialog(self):
yes, no = QMessageBox.Yes, QMessageBox.No
msg = u'You have unsaved changes, proceed anyway?'
return yes == QMessageBox.warning(self, u'Attention', msg, yes | no)
def errorMessage(self, title, message):
return QMessageBox.critical(self, title,
'<p><b>%s</b></p>%s' % (title, message))
def currentPath(self):
return os.path.dirname(self.filePath) if self.filePath else '.'
def chooseColor1(self):
color = self.colorDialog.getColor(self.lineColor,
u'Choose line color',
default=DEFAULT_LINE_COLOR)
if color:
self.lineColor = color
# Change the color for all shape lines:
Shape.line_color = self.lineColor
self.canvas.update()
self.setDirty()
def chooseColor2(self):
color = self.colorDialog.getColor(self.fillColor,
u'Choose fill color',
default=DEFAULT_FILL_COLOR)
if color:
self.fillColor = color
Shape.fill_color = self.fillColor
self.canvas.update()
self.setDirty()
def deleteSelectedShape(self):
yes, no = QMessageBox.Yes, QMessageBox.No
msg = u'You are about to permanently delete this Box, proceed anyway?'
if yes == QMessageBox.warning(self, u'Attention', msg, yes | no):
self.remLabel(self.canvas.deleteSelected())
self.setDirty()
if self.noShapes():
for action in self.actions.onShapesPresent:
action.setEnabled(False)
def chshapeLineColor(self):
color = self.colorDialog.getColor(self.lineColor,
u'Choose line color',
default=DEFAULT_LINE_COLOR)
if color:
self.canvas.selectedShape.line_color = color
self.canvas.update()
self.setDirty()
def chshapeFillColor(self):
color = self.colorDialog.getColor(self.fillColor,
u'Choose fill color',
default=DEFAULT_FILL_COLOR)
if color:
self.canvas.selectedShape.fill_color = color
self.canvas.update()
self.setDirty()
def copyShape(self):
self.canvas.endMove(copy=True)
self.addLabel(self.canvas.selectedShape)
self.setDirty()
def moveShape(self):
self.canvas.endMove(copy=False)
self.setDirty()
def loadPredefinedClasses(self):
predefined_classes_path = os.path.join('data',
'predefined_classes.txt')
if os.path.exists(predefined_classes_path) is True:
with codecs.open(predefined_classes_path, 'r', 'utf8') as f:
for line in f:
line = line.strip()
if self.labelHist is None:
self.lablHist = [line]
else:
self.labelHist.append(line)
def loadPascalXMLByFilename(self, xmlPath):
if self.filePath is None:
return
if os.path.isfile(xmlPath) is False:
return
tVocParseReader = PascalVocReader(xmlPath)
shapes = tVocParseReader.getShapes()
self.loadLabels(shapes)
def __init__(self, filename=None, output=None):
super(MainWindow, self).__init__()
self.setWindowTitle(__appname__)
# Whether we need to save or not.
self.dirty = False
self._noSelectionSlot = False
self._beginner = True
self.screencastViewer = "firefox"
self.screencast = "screencast.ogv"
# Main widgets and related state.
self.labelDialog = LabelDialog(parent=self)
self.labelList = QListWidget()
self.itemsToShapes = []
self.labelList.itemActivated.connect(self.labelSelectionChanged)
self.labelList.itemSelectionChanged.connect(self.labelSelectionChanged)
self.labelList.itemDoubleClicked.connect(self.editLabel)
# Connect to itemChanged to detect checkbox changes.
self.labelList.itemChanged.connect(self.labelItemChanged)
listLayout = QVBoxLayout()
listLayout.setContentsMargins(0, 0, 0, 0)
listLayout.addWidget(self.labelList)
self.editButton = QToolButton()
self.editButton.setToolButtonStyle(Qt.ToolButtonTextBesideIcon)
self.labelListContainer = QWidget()
self.labelListContainer.setLayout(listLayout)
listLayout.addWidget(self.editButton)#, 0, Qt.AlignCenter)
listLayout.addWidget(self.labelList)
#define table view
self.table_view = QTableView(self)
self.table_view.setSelectionBehavior(QAbstractItemView.SelectRows)
self.table_view.show()
self.table_view.doubleClicked.connect(self.openCurrentData)
listLayout.addWidget(self.table_view)
self.dock = QDockWidget('Polygon Labels', self)
self.dock.setObjectName('Labels')
self.dock.setWidget(self.labelListContainer)
#self.dock.setWidget(self.infoLayout)
self.zoomWidget = ZoomWidget()
self.colorDialog = ColorDialog(parent=self)
self.canvas = Canvas()
self.canvas.zoomRequest.connect(self.zoomRequest)
scroll = QScrollArea()
scroll.setWidget(self.canvas)
scroll.setWidgetResizable(True)
self.scrollBars = {
Qt.Vertical: scroll.verticalScrollBar(),
Qt.Horizontal: scroll.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(scroll)
self.addDockWidget(Qt.RightDockWidgetArea, self.dock)
self.dockFeatures = QDockWidget.DockWidgetClosable\
| QDockWidget.DockWidgetFloatable
self.dock.setFeatures(self.dock.features() ^ self.dockFeatures)
# Actions
action = partial(newAction, self)
quit = action('&Quit', self.close,
'Ctrl+Q', 'quit', 'Quit application')
open = action('&Open', self.openFile,
'Ctrl+O', 'open', 'Open image or label file')
save = action('&Save', self.saveFile,
'Ctrl+S', 'save', 'Save labels to file', enabled=False)
saveAs = action('&Save As', self.saveFileAs,
'Ctrl+Shift+S', 'save-as', 'Save labels to a different file',
enabled=False)
close = action('&Close', self.closeFile,
'Ctrl+W', 'close', 'Close current file')
color1 = action('Polygon &Line Color', self.chooseColor1,
'Ctrl+L', 'color_line', 'Choose polygon line color')
color2 = action('Polygon &Fill Color', self.chooseColor2,
'Ctrl+Shift+L', 'color', 'Choose polygon fill color')
createMode = action('Create\nPolygo&ns', self.setCreateMode,
'Ctrl+N', 'new', 'Start drawing polygons', enabled=False)
editMode = action('&Edit\nPolygons', self.setEditMode,
'Ctrl+J', 'edit', 'Move and edit polygons', enabled=False)
create = action('Create\nPolygo&n', self.createShape,
'Ctrl+N', 'new', 'Draw a new polygon', enabled=False)
delete = action('Delete\nPolygon', self.deleteSelectedShape,
'Delete', 'delete', 'Delete', enabled=False)
copy = action('&Duplicate\nPolygon', self.copySelectedShape,
'Ctrl+D', 'copy', 'Create a duplicate of the selected polygon',
enabled=False)
advancedMode = action('&Advanced Mode', self.toggleAdvancedMode,
'Ctrl+Shift+A', 'expert', 'Switch to advanced mode',
checkable=True)
hideAll = action('&Hide\nPolygons', partial(self.togglePolygons, False),
'Ctrl+H', 'hide', 'Hide all polygons',
enabled=False)
showAll = action('&Show\nPolygons', partial(self.togglePolygons, True),
'Ctrl+A', 'hide', 'Show all polygons',
enabled=False)
help = action('&Tutorial', self.tutorial, 'Ctrl+T', 'help',
'Show screencast of introductory tutorial')
zoom = QWidgetAction(self)
zoom.setDefaultWidget(self.zoomWidget)
self.zoomWidget.setWhatsThis(
"Zoom in or out of the image. Also accessible with"\
" %s and %s from the canvas." % (fmtShortcut("Ctrl+[-+]"),
fmtShortcut("Ctrl+Wheel")))
self.zoomWidget.setEnabled(False)
zoomIn = action('Zoom &In', partial(self.addZoom, 10),
'Ctrl++', 'zoom-in', 'Increase zoom level', enabled=False)
zoomOut = action('&Zoom Out', partial(self.addZoom, -10),
'Ctrl+-', 'zoom-out', 'Decrease zoom level', enabled=False)
zoomOrg = action('&Original size', partial(self.setZoom, 100),
'Ctrl+=', 'zoom', 'Zoom to original size', enabled=False)
fitWindow = action('&Fit Window', self.setFitWindow,
'Ctrl+F', 'fit-window', 'Zoom follows window size',
checkable=True, enabled=False)
fitWidth = action('Fit &Width', self.setFitWidth,
'Ctrl+Shift+F', 'fit-width', 'Zoom follows window width',
checkable=True, enabled=False)
# Group zoom controls into a list for easier toggling.
zoomActions = (self.zoomWidget, zoomIn, zoomOut, zoomOrg, fitWindow, fitWidth)
self.zoomMode = self.MANUAL_ZOOM
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('&Edit Label', self.editLabel,
'Ctrl+E', 'edit', 'Modify the label of the selected polygon',
enabled=False)
self.editButton.setDefaultAction(edit)
shapeLineColor = action('Shape &Line Color', self.chshapeLineColor,
icon='color_line', tip='Change the line color for this specific shape',
enabled=False)
shapeFillColor = action('Shape &Fill Color', self.chshapeFillColor,
icon='color', tip='Change the fill color for this specific shape',
enabled=False)
labels = self.dock.toggleViewAction()
labels.setText('Show/Hide Label Panel')
labels.setShortcut('Ctrl+Shift+L')
# Lavel list context menu.
labelMenu = QMenu()
addActions(labelMenu, (edit, delete))
self.labelList.setContextMenuPolicy(Qt.CustomContextMenu)
self.labelList.customContextMenuRequested.connect(self.popLabelListMenu)
# Store actions for further handling.
self.actions = struct(save=save, saveAs=saveAs, open=open, close=close,
lineColor=color1, fillColor=color2,
create=create, delete=delete, edit=edit, copy=copy,
createMode=createMode, editMode=editMode, advancedMode=advancedMode,
shapeLineColor=shapeLineColor, shapeFillColor=shapeFillColor,
zoom=zoom, zoomIn=zoomIn, zoomOut=zoomOut, zoomOrg=zoomOrg,
fitWindow=fitWindow, fitWidth=fitWidth,
zoomActions=zoomActions,
fileMenuActions=(open,save,saveAs,close,quit),
beginner=(), advanced=(),
editMenu=(edit, copy, delete, None, color1, color2),
beginnerContext=(create, edit, copy, delete),
advancedContext=(createMode, editMode, edit, copy,
delete, shapeLineColor, shapeFillColor),
onLoadActive=(close, create, createMode, editMode),
onShapesPresent=(saveAs, hideAll, showAll))
self.menus = struct(
file=self.menu('&File'),
edit=self.menu('&Edit'),
view=self.menu('&View'),
help=self.menu('&Help'),
recentFiles=QMenu('Open &Recent'),
labelList=labelMenu)
addActions(self.menus.file,
(open, self.menus.recentFiles, save, saveAs, close, None, quit))
addActions(self.menus.help, (help,))
addActions(self.menus.view, (
labels, advancedMode, None,
hideAll, showAll, None,
zoomIn, zoomOut, zoomOrg, None,
fitWindow, fitWidth))
self.menus.file.aboutToShow.connect(self.updateFileMenu)
# Custom context menu for the canvas widget:
addActions(self.canvas.menus[0], self.actions.beginnerContext)
addActions(self.canvas.menus[1], (
action('&Copy here', self.copyShape),
action('&Move here', self.moveShape)))
self.tools = self.toolbar('Tools')
self.actions.beginner = (
open, save, None, create, copy, delete, None,
zoomIn, zoom, zoomOut, fitWindow, fitWidth)
self.actions.advanced = (
open, save, None,
createMode, editMode, None,
hideAll, showAll)
self.statusBar().showMessage('%s started.' % __appname__)
self.statusBar().show()
# Application state.
self.image = QImage()
self.filename = filename
self.labeling_once = output is not None
self.output = output
self.recentFiles = []
self.maxRecent = 7
self.lineColor = None
self.fillColor = None
self.zoom_level = 100
self.fit_window = False
# XXX: Could be completely declarative.
# Restore application settings.
self.settings = {}
self.recentFiles = self.settings.get('recentFiles', [])
size = self.settings.get('window/size', QSize(1000, 800))
position = self.settings.get('window/position', QPoint(0, 0))
self.resize(size)
self.move(position)
# or simply:
#self.restoreGeometry(settings['window/geometry']
self.restoreState(self.settings.get('window/state', QByteArray()))
self.lineColor = QColor(self.settings.get('line/color', Shape.line_color))
self.fillColor = QColor(self.settings.get('fill/color', Shape.fill_color))
Shape.line_color = self.lineColor
Shape.fill_color = self.fillColor
if self.settings.get('advanced', QVariant()):
self.actions.advancedMode.setChecked(True)
self.toggleAdvancedMode()
# Populate the File menu dynamically.
self.updateFileMenu()
# Since loading the file may take some time, make sure it runs in the background.
self.queueEvent(partial(self.loadFile, self.filename))
# Callbacks:
self.zoomWidget.valueChanged.connect(self.paintCanvas)
self.populateModeActions()
class MainWindow(QMainWindow, WindowMixin):
FIT_WINDOW, FIT_WIDTH, MANUAL_ZOOM = 0, 1, 2
def __init__(self, filename=None, output=None):
super(MainWindow, self).__init__()
self.setWindowTitle(__appname__)
# Whether we need to save or not.
self.dirty = False
self._noSelectionSlot = False
self._beginner = True
self.screencastViewer = "firefox"
self.screencast = "screencast.ogv"
# Main widgets and related state.
self.labelDialog = LabelDialog(parent=self)
self.labelList = QListWidget()
self.itemsToShapes = []
self.labelList.itemActivated.connect(self.labelSelectionChanged)
self.labelList.itemSelectionChanged.connect(self.labelSelectionChanged)
self.labelList.itemDoubleClicked.connect(self.editLabel)
# Connect to itemChanged to detect checkbox changes.
self.labelList.itemChanged.connect(self.labelItemChanged)
listLayout = QVBoxLayout()
listLayout.setContentsMargins(0, 0, 0, 0)
listLayout.addWidget(self.labelList)
self.editButton = QToolButton()
self.editButton.setToolButtonStyle(Qt.ToolButtonTextBesideIcon)
self.labelListContainer = QWidget()
self.labelListContainer.setLayout(listLayout)
listLayout.addWidget(self.editButton)#, 0, Qt.AlignCenter)
listLayout.addWidget(self.labelList)
#define table view
self.table_view = QTableView(self)
self.table_view.setSelectionBehavior(QAbstractItemView.SelectRows)
self.table_view.show()
self.table_view.doubleClicked.connect(self.openCurrentData)
listLayout.addWidget(self.table_view)
self.dock = QDockWidget('Polygon Labels', self)
self.dock.setObjectName('Labels')
self.dock.setWidget(self.labelListContainer)
#self.dock.setWidget(self.infoLayout)
self.zoomWidget = ZoomWidget()
self.colorDialog = ColorDialog(parent=self)
self.canvas = Canvas()
self.canvas.zoomRequest.connect(self.zoomRequest)
scroll = QScrollArea()
scroll.setWidget(self.canvas)
scroll.setWidgetResizable(True)
self.scrollBars = {
Qt.Vertical: scroll.verticalScrollBar(),
Qt.Horizontal: scroll.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(scroll)
self.addDockWidget(Qt.RightDockWidgetArea, self.dock)
self.dockFeatures = QDockWidget.DockWidgetClosable\
| QDockWidget.DockWidgetFloatable
self.dock.setFeatures(self.dock.features() ^ self.dockFeatures)
# Actions
action = partial(newAction, self)
quit = action('&Quit', self.close,
'Ctrl+Q', 'quit', 'Quit application')
open = action('&Open', self.openFile,
'Ctrl+O', 'open', 'Open image or label file')
save = action('&Save', self.saveFile,
'Ctrl+S', 'save', 'Save labels to file', enabled=False)
saveAs = action('&Save As', self.saveFileAs,
'Ctrl+Shift+S', 'save-as', 'Save labels to a different file',
enabled=False)
close = action('&Close', self.closeFile,
'Ctrl+W', 'close', 'Close current file')
color1 = action('Polygon &Line Color', self.chooseColor1,
'Ctrl+L', 'color_line', 'Choose polygon line color')
color2 = action('Polygon &Fill Color', self.chooseColor2,
'Ctrl+Shift+L', 'color', 'Choose polygon fill color')
createMode = action('Create\nPolygo&ns', self.setCreateMode,
'Ctrl+N', 'new', 'Start drawing polygons', enabled=False)
editMode = action('&Edit\nPolygons', self.setEditMode,
'Ctrl+J', 'edit', 'Move and edit polygons', enabled=False)
create = action('Create\nPolygo&n', self.createShape,
'Ctrl+N', 'new', 'Draw a new polygon', enabled=False)
delete = action('Delete\nPolygon', self.deleteSelectedShape,
'Delete', 'delete', 'Delete', enabled=False)
copy = action('&Duplicate\nPolygon', self.copySelectedShape,
'Ctrl+D', 'copy', 'Create a duplicate of the selected polygon',
enabled=False)
advancedMode = action('&Advanced Mode', self.toggleAdvancedMode,
'Ctrl+Shift+A', 'expert', 'Switch to advanced mode',
checkable=True)
hideAll = action('&Hide\nPolygons', partial(self.togglePolygons, False),
'Ctrl+H', 'hide', 'Hide all polygons',
enabled=False)
showAll = action('&Show\nPolygons', partial(self.togglePolygons, True),
'Ctrl+A', 'hide', 'Show all polygons',
enabled=False)
help = action('&Tutorial', self.tutorial, 'Ctrl+T', 'help',
'Show screencast of introductory tutorial')
zoom = QWidgetAction(self)
zoom.setDefaultWidget(self.zoomWidget)
self.zoomWidget.setWhatsThis(
"Zoom in or out of the image. Also accessible with"\
" %s and %s from the canvas." % (fmtShortcut("Ctrl+[-+]"),
fmtShortcut("Ctrl+Wheel")))
self.zoomWidget.setEnabled(False)
zoomIn = action('Zoom &In', partial(self.addZoom, 10),
'Ctrl++', 'zoom-in', 'Increase zoom level', enabled=False)
zoomOut = action('&Zoom Out', partial(self.addZoom, -10),
'Ctrl+-', 'zoom-out', 'Decrease zoom level', enabled=False)
zoomOrg = action('&Original size', partial(self.setZoom, 100),
'Ctrl+=', 'zoom', 'Zoom to original size', enabled=False)
fitWindow = action('&Fit Window', self.setFitWindow,
'Ctrl+F', 'fit-window', 'Zoom follows window size',
checkable=True, enabled=False)
fitWidth = action('Fit &Width', self.setFitWidth,
'Ctrl+Shift+F', 'fit-width', 'Zoom follows window width',
checkable=True, enabled=False)
# Group zoom controls into a list for easier toggling.
zoomActions = (self.zoomWidget, zoomIn, zoomOut, zoomOrg, fitWindow, fitWidth)
self.zoomMode = self.MANUAL_ZOOM
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('&Edit Label', self.editLabel,
'Ctrl+E', 'edit', 'Modify the label of the selected polygon',
enabled=False)
self.editButton.setDefaultAction(edit)
shapeLineColor = action('Shape &Line Color', self.chshapeLineColor,
icon='color_line', tip='Change the line color for this specific shape',
enabled=False)
shapeFillColor = action('Shape &Fill Color', self.chshapeFillColor,
icon='color', tip='Change the fill color for this specific shape',
enabled=False)
labels = self.dock.toggleViewAction()
labels.setText('Show/Hide Label Panel')
labels.setShortcut('Ctrl+Shift+L')
# Lavel list context menu.
labelMenu = QMenu()
addActions(labelMenu, (edit, delete))
self.labelList.setContextMenuPolicy(Qt.CustomContextMenu)
self.labelList.customContextMenuRequested.connect(self.popLabelListMenu)
# Store actions for further handling.
self.actions = struct(save=save, saveAs=saveAs, open=open, close=close,
lineColor=color1, fillColor=color2,
create=create, delete=delete, edit=edit, copy=copy,
createMode=createMode, editMode=editMode, advancedMode=advancedMode,
shapeLineColor=shapeLineColor, shapeFillColor=shapeFillColor,
zoom=zoom, zoomIn=zoomIn, zoomOut=zoomOut, zoomOrg=zoomOrg,
fitWindow=fitWindow, fitWidth=fitWidth,
zoomActions=zoomActions,
fileMenuActions=(open,save,saveAs,close,quit),
beginner=(), advanced=(),
editMenu=(edit, copy, delete, None, color1, color2),
beginnerContext=(create, edit, copy, delete),
advancedContext=(createMode, editMode, edit, copy,
delete, shapeLineColor, shapeFillColor),
onLoadActive=(close, create, createMode, editMode),
onShapesPresent=(saveAs, hideAll, showAll))
self.menus = struct(
file=self.menu('&File'),
edit=self.menu('&Edit'),
view=self.menu('&View'),
help=self.menu('&Help'),
recentFiles=QMenu('Open &Recent'),
labelList=labelMenu)
addActions(self.menus.file,
(open, self.menus.recentFiles, save, saveAs, close, None, quit))
addActions(self.menus.help, (help,))
addActions(self.menus.view, (
labels, advancedMode, None,
hideAll, showAll, None,
zoomIn, zoomOut, zoomOrg, None,
fitWindow, fitWidth))
self.menus.file.aboutToShow.connect(self.updateFileMenu)
# Custom context menu for the canvas widget:
addActions(self.canvas.menus[0], self.actions.beginnerContext)
addActions(self.canvas.menus[1], (
action('&Copy here', self.copyShape),
action('&Move here', self.moveShape)))
self.tools = self.toolbar('Tools')
self.actions.beginner = (
open, save, None, create, copy, delete, None,
zoomIn, zoom, zoomOut, fitWindow, fitWidth)
self.actions.advanced = (
open, save, None,
createMode, editMode, None,
hideAll, showAll)
self.statusBar().showMessage('%s started.' % __appname__)
self.statusBar().show()
# Application state.
self.image = QImage()
self.filename = filename
self.labeling_once = output is not None
self.output = output
self.recentFiles = []
self.maxRecent = 7
self.lineColor = None
self.fillColor = None
self.zoom_level = 100
self.fit_window = False
# XXX: Could be completely declarative.
# Restore application settings.
self.settings = {}
self.recentFiles = self.settings.get('recentFiles', [])
size = self.settings.get('window/size', QSize(1000, 800))
position = self.settings.get('window/position', QPoint(0, 0))
self.resize(size)
self.move(position)
# or simply:
#self.restoreGeometry(settings['window/geometry']
self.restoreState(self.settings.get('window/state', QByteArray()))
self.lineColor = QColor(self.settings.get('line/color', Shape.line_color))
self.fillColor = QColor(self.settings.get('fill/color', Shape.fill_color))
Shape.line_color = self.lineColor
Shape.fill_color = self.fillColor
if self.settings.get('advanced', QVariant()):
self.actions.advancedMode.setChecked(True)
self.toggleAdvancedMode()
# Populate the File menu dynamically.
self.updateFileMenu()
# Since loading the file may take some time, make sure it runs in the background.
self.queueEvent(partial(self.loadFile, self.filename))
# Callbacks:
self.zoomWidget.valueChanged.connect(self.paintCanvas)
self.populateModeActions()
#self.firstStart = True
#if self.firstStart:
# QWhatsThis.enterWhatsThisMode()
## Support Functions ##
def openCurrentData(self,e):
row_idx, key = self.getCurrentData()
row_data = self.mymodel.getRow(row_idx)
try:
if row_data[1].lower()=="yes":
self.filename=self.labelFileDict[key]
else:
self.filename=self.imageFileDict[key]
self.loadFile(self.filename)
except KeyError as e:
print(e, " is not a dictionary key")
def getCurrentData(self):
index = self.table_view.selectionModel().currentIndex()
if index.column():
return index.row(), self.mymodel.getRow(index.row())[0]
else:
return index.row(), index.data()
def updateTable(self, table_data):
header = ["filename", "is labeled"]
self.mymodel=MyTableModel(table_data, header, self)
self.table_view.setModel(self.mymodel)
self.table_view.resizeColumnsToContents()
self.table_view.update()
def noShapes(self):
return not self.itemsToShapes
def toggleAdvancedMode(self, value=True):
self._beginner = not value
self.canvas.setEditing(True)
self.populateModeActions()
self.editButton.setVisible(not value)
if value:
self.actions.createMode.setEnabled(True)
self.actions.editMode.setEnabled(False)
self.dock.setFeatures(self.dock.features() | self.dockFeatures)
else:
self.dock.setFeatures(self.dock.features() ^ self.dockFeatures)
def populateModeActions(self):
if self.beginner():
tool, menu = self.actions.beginner, self.actions.beginnerContext
else:
tool, menu = self.actions.advanced, self.actions.advancedContext
self.tools.clear()
addActions(self.tools, tool)
self.canvas.menus[0].clear()
addActions(self.canvas.menus[0], menu)
self.menus.edit.clear()
actions = (self.actions.create,) if self.beginner()\
else (self.actions.createMode, self.actions.editMode)
addActions(self.menus.edit, actions + self.actions.editMenu)
def setBeginner(self):
self.tools.clear()
addActions(self.tools, self.actions.beginner)
def setAdvanced(self):
self.tools.clear()
addActions(self.tools, self.actions.advanced)
def setDirty(self):
self.dirty = True
self.actions.save.setEnabled(True)
def setClean(self):
self.dirty = False
self.actions.save.setEnabled(False)
self.actions.create.setEnabled(True)
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):
QTimer.singleShot(0, function)
def status(self, message, delay=5000):
self.statusBar().showMessage(message, delay)
def resetState(self):
self.itemsToShapes = []
self.labelList.clear()
self.filename = None
self.imageData = None
self.labelFile = 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)
def beginner(self):
return self._beginner
def advanced(self):
return not self.beginner()
## Callbacks ##
def tutorial(self):
subprocess.Popen([self.screencastViewer, self.screencast])
def createShape(self):
assert self.beginner()
self.canvas.setEditing(False)
self.actions.create.setEnabled(False)
def toggleDrawingSensitive(self, drawing=True):
"""In the middle of drawing, toggling between modes should be disabled."""
self.actions.editMode.setEnabled(not drawing)
if not drawing and self.beginner():
# Cancel creation.
self.canvas.setEditing(True)
self.canvas.restoreCursor()
self.actions.create.setEnabled(True)
def toggleDrawMode(self, edit=True):
self.canvas.setEditing(edit)
self.actions.createMode.setEnabled(edit)
self.actions.editMode.setEnabled(not edit)
def setCreateMode(self):
assert self.advanced()
self.toggleDrawMode(False)
def setEditMode(self):
assert self.advanced()
self.toggleDrawMode(True)
def updateFileMenu(self):
current = self.filename
def exists(filename):
return os.path.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 = newIcon('labels')
action = QAction(
icon, '&%d %s' % (i+1, QFileInfo(f).fileName()), self)
action.triggered.connect(partial(self.loadRecent, f))
menu.addAction(action)
def popLabelListMenu(self, point):
self.menus.labelList.exec_(self.labelList.mapToGlobal(point))
def editLabel(self, item=None):
if not self.canvas.editing():
return
item = item if item else self.currentItem()
text = self.labelDialog.popUp(item.text())
if text is not None:
item.setText(text)
self.setDirty()
# React to canvas signals.
def shapeSelectionChanged(self, selected=False):
if self._noSelectionSlot:
self._noSelectionSlot = False
else:
shape = self.canvas.selectedShape
if shape:
for item, shape_ in self.itemsToShapes:
if shape_ == shape:
break
item.setSelected(True)
else:
self.labelList.clearSelection()
self.actions.delete.setEnabled(selected)
self.actions.copy.setEnabled(selected)
self.actions.edit.setEnabled(selected)
self.actions.shapeLineColor.setEnabled(selected)
self.actions.shapeFillColor.setEnabled(selected)
def addLabel(self, shape):
item = QListWidgetItem(shape.label)
item.setFlags(item.flags() | Qt.ItemIsUserCheckable)
item.setCheckState(Qt.Checked)
self.itemsToShapes.append((item, shape))
self.labelList.addItem(item)
for action in self.actions.onShapesPresent:
action.setEnabled(True)
def remLabel(self, shape):
for index, (item, shape_) in enumerate(self.itemsToShapes):
if shape_ == shape:
break
self.itemsToShapes.pop(index)
self.labelList.takeItem(self.labelList.row(item))
def loadLabels(self, shapes):
s = []
for label, points, line_color, fill_color in shapes:
shape = Shape(label=label)
for x, y in points:
shape.addPoint(QPointF(x, y))
shape.close()
s.append(shape)
self.addLabel(shape)
if line_color:
shape.line_color = QColor(*line_color)
if fill_color:
shape.fill_color = QColor(*fill_color)
self.canvas.loadShapes(s)
def saveLabels(self, filename):
lf = LabelFile()
def format_shape(s):
return dict(label=str(s.label),
line_color=s.line_color.getRgb()\
if s.line_color != self.lineColor else None,
fill_color=s.fill_color.getRgb()\
if s.fill_color != self.fillColor else None,
points=[(p.x(), p.y()) for p in s.points])
shapes = [format_shape(shape) for shape in self.canvas.shapes]
try:
lf.save(filename, shapes, str(self.filename), self.imageData,
self.lineColor.getRgb(), self.fillColor.getRgb())
self.labelFile = lf
self.filename = filename
return True
except LabelFileError as e:
self.errorMessage('Error saving label data',
'<b>%s</b>' % e)
return False
def copySelectedShape(self):
self.addLabel(self.canvas.copySelectedShape())
#fix copy and delete
self.shapeSelectionChanged(True)
def labelSelectionChanged(self):
item = self.currentItem()
if item and self.canvas.editing():
self._noSelectionSlot = True
for item_, shape in self.itemsToShapes:
if item_ == item:
break
self.canvas.selectShape(shape)
def labelItemChanged(self, item):
for item_, shape in self.itemsToShapes:
if item_ == item:
break
label = str(item.text())
if label != shape.label:
shape.label = str(item.text())
self.setDirty()
else: # User probably changed item visibility
self.canvas.setShapeVisible(shape, item.checkState() == Qt.Checked)
## Callback functions:
def newShape(self):
"""Pop-up and give focus to the label editor.
position MUST be in global coordinates.
"""
text = self.labelDialog.popUp()
if text is not None:
self.addLabel(self.canvas.setLastLabel(text))
if self.beginner(): # Switch to edit mode.
self.canvas.setEditing(True)
self.actions.create.setEnabled(True)
else:
self.actions.editMode.setEnabled(True)
self.setDirty()
else:
self.canvas.undoLastLine()
def scrollRequest(self, delta, orientation):
units = - delta * 0.1 # natural scroll
bar = self.scrollBars[orientation]
bar.setValue(bar.value() + bar.singleStep() * units)
def setZoom(self, value):
self.actions.fitWidth.setChecked(False)
self.actions.fitWindow.setChecked(False)
self.zoomMode = self.MANUAL_ZOOM
self.zoomWidget.setValue(value)
def addZoom(self, increment=10):
self.setZoom(self.zoomWidget.value() + increment)
def zoomRequest(self, delta):
units = delta * 0.1
self.addZoom(units)
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 togglePolygons(self, value):
for item, shape in self.itemsToShapes:
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."""
self.resetState()
self.canvas.setEnabled(False)
if filename is None:
filename = self.settings.get('filename', '')
filename = str(filename)
if QFile.exists(filename):
if LabelFile.isLabelFile(filename):
try:
self.labelFile = LabelFile(filename)
# FIXME: PyQt4 installed via Anaconda fails to load JPEG
# and JSON encoded images.
# https://github.com/ContinuumIO/anaconda-issues/issues/131
if QImage.fromData(self.labelFile.imageData).isNull():
raise LabelFileError(
'Failed loading image data from label file.\n'
'Maybe this is a known issue of PyQt4 built on'
' Anaconda, and may be fixed by installing PyQt5.')
except LabelFileError as e:
self.errorMessage('Error opening file',
("<p><b>%s</b></p>"
"<p>Make sure <i>%s</i> is a valid label file.")\
% (e, filename))
self.status("Error reading %s" % filename)
return False
self.imageData = self.labelFile.imageData
self.lineColor = QColor(*self.labelFile.lineColor)
self.fillColor = QColor(*self.labelFile.fillColor)
else:
# Load image:
# read data first and store for saving into label file.
self.imageData = read(filename, None)
self.labelFile = None
image = QImage.fromData(self.imageData)
if image.isNull():
formats = ['*.{}'.format(fmt.data().decode())
for fmt in QImageReader.supportedImageFormats()]
self.errorMessage(
'Error opening file',
'<p>Make sure <i>{0}</i> is a valid image file.<br/>'
'Supported image formats: {1}</p>'
.format(filename, ','.join(formats)))
self.status("Error reading %s" % filename)
return False
self.status("Loaded %s" % os.path.basename(str(filename)))
self.image = image
self.filename = filename
self.canvas.loadPixmap(QPixmap.fromImage(image))
if self.labelFile:
self.loadLabels(self.labelFile.shapes)
self.setClean()
self.canvas.setEnabled(True)
self.adjustScale(initial=True)
self.paintCanvas()
self.addRecentFile(self.filename)
self.toggleActions(True)
return True
return False
def resizeEvent(self, event):
if self.canvas and not self.image.isNull()\
and self.zoomMode != self.MANUAL_ZOOM:
self.adjustScale()
super(MainWindow, self).resizeEvent(event)
def paintCanvas(self):
assert not self.image.isNull(), "cannot paint null image"
self.canvas.scale = 0.01 * self.zoomWidget.value()
self.canvas.adjustSize()
self.canvas.update()
def adjustScale(self, initial=False):
value = self.scalers[self.FIT_WINDOW if initial else self.zoomMode]()
self.zoomWidget.setValue(int(100 * value))
def scaleFitWindow(self):
"""Figure out the size of the pixmap in order to fit the main widget."""
e = 2.0 # So that no scrollbars are generated.
w1 = self.centralWidget().width() - e
h1 = self.centralWidget().height() - e
a1 = w1/ h1
# Calculate a new scale value based on the pixmap's aspect ratio.
w2 = self.canvas.pixmap.width() - 0.0
h2 = self.canvas.pixmap.height() - 0.0
a2 = w2 / h2
return w1 / w2 if a2 >= a1 else h1 / h2
def scaleFitWidth(self):
# The epsilon does not seem to work too well here.
w = self.centralWidget().width() - 2.0
return w / self.canvas.pixmap.width()
def closeEvent(self, event):
if not self.mayContinue():
event.ignore()
s = self.settings
s['filename'] = self.filename if self.filename else ''
s['window/size'] = self.size()
s['window/position'] = self.pos()
s['window/state'] = self.saveState()
s['line/color'] = self.lineColor
s['fill/color'] = self.fillColor
s['recentFiles'] = self.recentFiles
s['advanced'] = not self._beginner
# ask the use for where to save the labels
#s['window/geometry'] = self.saveGeometry()
## User Dialogs ##
def loadRecent(self, filename):
if self.mayContinue():
self.loadFile(filename)
def openFile(self, _value=False):
if not self.mayContinue():
return
path = os.path.dirname(str(self.filename))\
if self.filename else '.'
formats = ['*.{}'.format(fmt.data().decode())
for fmt in QImageReader.supportedImageFormats()]
filters = "Image & Label files (%s)" % \
' '.join(formats + ['*%s' % LabelFile.suffix])
filename = QFileDialog.getOpenFileName(self,
'%s - Choose Image or Label file' % __appname__, path, filters)
if PYQT5:
filename, _ = filename
filename = str(filename)
self.filename=filename
self.makeImageAndLabelFileDict(os.path.split(filename)[0])
if hasattr(self, 'imageFileDict'):
self.updateTable(self.makeTableViewData())
if filename:
self.loadFile(filename)
def makeImageAndLabelFileDict(self, path):
try:
self.imageFileDict={}
self.labelFileDict={}
for fname in os.listdir(path):
if fname.endswith(".png"):
self.imageFileDict[fname.split('.')[0]]=os.path.join(path,fname)
elif fname.endswith(".json"):
self.labelFileDict[fname.split('.')[0]]=os.path.join(path,fname)
except FileNotFoundError:
msg=QMessageBox()
msg.setIcon(QMessageBox.Critical)
msg.setText("cannot find given path")
def makeTableViewData(self):
table_data=[]
if len(self.imageFileDict.keys())!=0:
for key in self.imageFileDict.keys():
if key in self.labelFileDict.keys():
table_data.append([key,'Yes'])
else:
table_data.append([key, 'no'])
else:
for key in self.labelFileDict.keys():
table_data.append([key,'Yes'])
return table_data
def saveFile(self, _value=False):
assert not self.image.isNull(), "cannot save empty image"
if self.hasLabels():
if self.labelFile:
self._saveFile(self.filename)
elif self.output:
self._saveFile(self.output)
else:
self._saveFile(self.saveFileDialog())
image = self.canvas.getLabelImage()
if image:
path, fname = os.path.split(self.filename)
if not os.path.exists(os.path.join(path,"label")):
os.mkdir(os.path.join(path,"label"))
fname=os.path.join("label","label_"+fname.replace("json","png"))
image.save(os.path.join(path,fname),"png")
src_filename=os.path.join("label",os.path.split(self.filename)[1])
self.image.save(os.path.join(path,src_filename.replace("json","png")),"png")
#table view update
row_idx, key = self.getCurrentData()
self.labelFileDict[key]=self.filename.replace("png", "json")
self.mymodel.setLabeled(row_idx)
self.table_view.update()
def saveFileAs(self, _value=False):
assert not self.image.isNull(), "cannot save empty image"
if self.hasLabels():
self._saveFile(self.saveFileDialog())
def saveFileDialog(self):
caption = '%s - Choose File' % __appname__
filters = 'Label files (*%s)' % LabelFile.suffix
dlg = QFileDialog(self, caption, self.currentPath(), filters)
dlg.setDefaultSuffix(LabelFile.suffix[1:])
dlg.setAcceptMode(QFileDialog.AcceptSave)
dlg.setOption(QFileDialog.DontConfirmOverwrite, False)
dlg.setOption(QFileDialog.DontUseNativeDialog, False)
basename = os.path.splitext(self.filename)[0]
default_labelfile_name = os.path.join(self.currentPath(),
basename + LabelFile.suffix)
filename = dlg.getSaveFileName(
self, 'Choose File', default_labelfile_name,
'Label files (*%s)' % LabelFile.suffix)
if PYQT5:
filename, _ = filename
filename = str(filename)
return filename
def _saveFile(self, filename):
if filename and self.saveLabels(filename):
self.addRecentFile(filename)
self.setClean()
if self.labeling_once:
self.close()
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)
# Message Dialogs. #
def hasLabels(self):
if not self.itemsToShapes:
self.errorMessage('No objects labeled',
'You must label at least one object to save the file.')
return False
return True
def mayContinue(self):
return not (self.dirty and not self.discardChangesDialog())
def discardChangesDialog(self):
yes, no = QMessageBox.Yes, QMessageBox.No
msg = 'You have unsaved changes, proceed anyway?'
return yes == QMessageBox.warning(self, 'Attention', msg, yes|no)
def errorMessage(self, title, message):
return QMessageBox.critical(self, title,
'<p><b>%s</b></p>%s' % (title, message))
def currentPath(self):
return os.path.dirname(str(self.filename)) if self.filename else '.'
def chooseColor1(self):
color = self.colorDialog.getColor(self.lineColor, 'Choose line color',
default=DEFAULT_LINE_COLOR)
if color:
self.lineColor = color
# Change the color for all shape lines:
Shape.line_color = self.lineColor
self.canvas.update()
self.setDirty()
def chooseColor2(self):
color = self.colorDialog.getColor(self.fillColor, 'Choose fill color',
default=DEFAULT_FILL_COLOR)
if color:
self.fillColor = color
Shape.fill_color = self.fillColor
self.canvas.update()
self.setDirty()
def deleteSelectedShape(self):
yes, no = QMessageBox.Yes, QMessageBox.No
msg = 'You are about to permanently delete this polygon, proceed anyway?'
if yes == QMessageBox.warning(self, 'Attention', msg, yes|no):
self.remLabel(self.canvas.deleteSelected())
self.setDirty()
if self.noShapes():
for action in self.actions.onShapesPresent:
action.setEnabled(False)
def chshapeLineColor(self):
color = self.colorDialog.getColor(self.lineColor, 'Choose line color',
default=DEFAULT_LINE_COLOR)
if color:
self.canvas.selectedShape.line_color = color
self.canvas.update()
self.setDirty()
def chshapeFillColor(self):
color = self.colorDialog.getColor(self.fillColor, 'Choose fill color',
default=DEFAULT_FILL_COLOR)
if color:
self.canvas.selectedShape.fill_color = color
self.canvas.update()
self.setDirty()
def copyShape(self):
self.canvas.endMove(copy=True)
self.addLabel(self.canvas.selectedShape)
self.setDirty()
def moveShape(self):
self.canvas.endMove(copy=False)
self.setDirty()
def __init__(self, filename=None):
super(MainWindow, self).__init__()
self.setWindowTitle(__appname__)
# Save as Pascal voc xml
self.defaultSaveDir = None
self.usingPascalVocFormat = True
if self.usingPascalVocFormat:
LabelFile.suffix = '.xml'
# For loading all image under a directory
self.mImgList = []
self.dirname = None
self.labelHist = []
self.lastOpenDir = None
# Whether we need to save or not.
self.dirty = False
# Enble auto saving if pressing next
self.autoSaving = True
self._noSelectionSlot = False
self._beginner = True
self.screencastViewer = "firefox"
self.screencast = "https://youtu.be/p0nR2YsCY_U"
self.loadPredefinedClasses()
# Main widgets and related state.
self.labelDialog = LabelDialog(parent=self, listItem=self.labelHist)
self.labelList = QListWidget()
self.itemsToShapes = {}
self.shapesToItems = {}
self.labelList.itemActivated.connect(self.labelSelectionChanged)
self.labelList.itemSelectionChanged.connect(self.labelSelectionChanged)
self.labelList.itemDoubleClicked.connect(self.editLabel)
# Connect to itemChanged to detect checkbox changes.
self.labelList.itemChanged.connect(self.labelItemChanged)
listLayout = QVBoxLayout()
listLayout.setContentsMargins(0, 0, 0, 0)
listLayout.addWidget(self.labelList)
self.editButton = QToolButton()
self.editButton.setToolButtonStyle(Qt.ToolButtonTextBesideIcon)
self.labelListContainer = QWidget()
self.labelListContainer.setLayout(listLayout)
listLayout.addWidget(self.editButton)#, 0, Qt.AlignCenter)
listLayout.addWidget(self.labelList)
self.dock = QDockWidget(u'Box Labels', self)
self.dock.setObjectName(u'Labels')
self.dock.setWidget(self.labelListContainer)
# Tzutalin 20160906 : Add file list and dock to move faster
self.fileListWidget = QListWidget()
self.fileListWidget.itemDoubleClicked.connect(self.fileitemDoubleClicked)
filelistLayout = QVBoxLayout()
filelistLayout.setContentsMargins(0, 0, 0, 0)
filelistLayout.addWidget(self.fileListWidget)
self.fileListContainer = QWidget()
self.fileListContainer.setLayout(filelistLayout)
self.filedock = QDockWidget(u'File List', self)
self.filedock.setObjectName(u'Files')
self.filedock.setWidget(self.fileListContainer)
self.zoomWidget = ZoomWidget()
self.colorDialog = ColorDialog(parent=self)
self.canvas = Canvas()
self.canvas.zoomRequest.connect(self.zoomRequest)
scroll = QScrollArea()
scroll.setWidget(self.canvas)
scroll.setWidgetResizable(True)
self.scrollBars = {
Qt.Vertical: scroll.verticalScrollBar(),
Qt.Horizontal: scroll.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(scroll)
self.addDockWidget(Qt.RightDockWidgetArea, self.dock)
# Tzutalin 20160906 : Add file list and dock to move faster
self.addDockWidget(Qt.RightDockWidgetArea, self.filedock)
self.dockFeatures = QDockWidget.DockWidgetClosable\
| QDockWidget.DockWidgetFloatable
self.dock.setFeatures(self.dock.features() ^ self.dockFeatures)
# Actions
action = partial(newAction, self)
quit = action('&Quit', self.close,
'Ctrl+Q', 'quit', u'Quit application')
open = action('&Open', self.openFile,
'Ctrl+O', 'open', u'Open image or label file')
opendir = action('&Open Dir', self.openDir,
'Ctrl+u', 'open', u'Open Dir')
changeSavedir = action('&Change default saved Annotation dir', self.changeSavedir,
'Ctrl+r', 'open', u'Change default saved Annotation dir')
openAnnotation = action('&Open Annotation', self.openAnnotation,
'Ctrl+q', 'openAnnotation', u'Open Annotation')
openNextImg = action('&Next Image', self.openNextImg,
'd', 'next', u'Open Next')
openPrevImg = action('&Prev Image', self.openPrevImg,
'a', 'prev', u'Open Prev')
save = action('&Save', self.saveFile,
'Ctrl+S', 'save', u'Save labels to file', enabled=False)
saveAs = action('&Save As', self.saveFileAs,
'Ctrl+Shift+S', 'save-as', u'Save labels to a different file',
enabled=False)
close = action('&Close', self.closeFile,
'Ctrl+W', 'close', u'Close current file')
color1 = action('Box &Line Color', self.chooseColor1,
'Ctrl+L', 'color_line', u'Choose Box line color')
color2 = action('Box &Fill Color', self.chooseColor2,
'Ctrl+Shift+L', 'color', u'Choose Box fill color')
createMode = action('Create\nRectBox', self.setCreateMode,
'Ctrl+N', 'new', u'Start drawing Boxs', enabled=False)
editMode = action('&Edit\nRectBox', self.setEditMode,
'Ctrl+J', 'edit', u'Move and edit Boxs', enabled=False)
create = action('Create\nRectBox', self.createShape,
'w', 'new', u'Draw a new Box', enabled=False)
delete = action('Delete\nRectBox', self.deleteSelectedShape,
'Delete', 'delete', u'Delete', enabled=False)
copy = action('&Duplicate\nRectBox', self.copySelectedShape,
'Ctrl+D', 'copy', u'Create a duplicate of the selected Box',
enabled=False)
advancedMode = action('&Advanced Mode', self.toggleAdvancedMode,
'Ctrl+Shift+A', 'expert', u'Switch to advanced mode',
checkable=True)
hideAll = action('&Hide\nRectBox', partial(self.togglePolygons, False),
'Ctrl+H', 'hide', u'Hide all Boxs',
enabled=False)
showAll = action('&Show\nRectBox', partial(self.togglePolygons, True),
'Ctrl+A', 'hide', u'Show all Boxs',
enabled=False)
help = action('&Tutorial', self.tutorial, 'Ctrl+T', 'help',
u'Show demos')
zoom = QWidgetAction(self)
zoom.setDefaultWidget(self.zoomWidget)
self.zoomWidget.setWhatsThis(
u"Zoom in or out of the image. Also accessible with"\
" %s and %s from the canvas." % (fmtShortcut("Ctrl+[-+]"),
fmtShortcut("Ctrl+Wheel")))
self.zoomWidget.setEnabled(False)
zoomIn = action('Zoom &In', partial(self.addZoom, 10),
'Ctrl++', 'zoom-in', u'Increase zoom level', enabled=False)
zoomOut = action('&Zoom Out', partial(self.addZoom, -10),
'Ctrl+-', 'zoom-out', u'Decrease zoom level', enabled=False)
zoomOrg = action('&Original size', partial(self.setZoom, 100),
'Ctrl+=', 'zoom', u'Zoom to original size', enabled=False)
fitWindow = action('&Fit Window', self.setFitWindow,
'Ctrl+F', 'fit-window', u'Zoom follows window size',
checkable=True, enabled=False)
fitWidth = action('Fit &Width', self.setFitWidth,
'Ctrl+Shift+F', 'fit-width', u'Zoom follows window width',
checkable=True, enabled=False)
# Group zoom controls into a list for easier toggling.
zoomActions = (self.zoomWidget, zoomIn, zoomOut, zoomOrg, fitWindow, fitWidth)
self.zoomMode = self.MANUAL_ZOOM
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('&Edit Label', self.editLabel,
'Ctrl+E', 'edit', u'Modify the label of the selected Box',
enabled=False)
self.editButton.setDefaultAction(edit)
shapeLineColor = action('Shape &Line Color', self.chshapeLineColor,
icon='color_line', tip=u'Change the line color for this specific shape',
enabled=False)
shapeFillColor = action('Shape &Fill Color', self.chshapeFillColor,
icon='color', tip=u'Change the fill color for this specific shape',
enabled=False)
labels = self.dock.toggleViewAction()
labels.setText('Show/Hide Label Panel')
labels.setShortcut('Ctrl+Shift+L')
# Lavel list context menu.
labelMenu = QMenu()
addActions(labelMenu, (edit, delete))
self.labelList.setContextMenuPolicy(Qt.CustomContextMenu)
self.labelList.customContextMenuRequested.connect(self.popLabelListMenu)
# Store actions for further handling.
self.actions = struct(save=save, saveAs=saveAs, open=open, close=close,
lineColor=color1, fillColor=color2,
create=create, delete=delete, edit=edit, copy=copy,
createMode=createMode, editMode=editMode, advancedMode=advancedMode,
shapeLineColor=shapeLineColor, shapeFillColor=shapeFillColor,
zoom=zoom, zoomIn=zoomIn, zoomOut=zoomOut, zoomOrg=zoomOrg,
fitWindow=fitWindow, fitWidth=fitWidth,
zoomActions=zoomActions,
fileMenuActions=(open,opendir,save,saveAs,close,quit),
beginner=(), advanced=(),
editMenu=(edit, copy, delete, None, color1, color2),
beginnerContext=(create, edit, copy, delete),
advancedContext=(createMode, editMode, edit, copy,
delete, shapeLineColor, shapeFillColor),
onLoadActive=(close, create, createMode, editMode),
onShapesPresent=(saveAs, hideAll, showAll))
self.menus = struct(
file=self.menu('&File'),
edit=self.menu('&Edit'),
view=self.menu('&View'),
help=self.menu('&Help'),
recentFiles=QMenu('Open &Recent'),
labelList=labelMenu)
addActions(self.menus.file,
(open, opendir,changeSavedir, openAnnotation, self.menus.recentFiles, save, saveAs, close, None, quit))
addActions(self.menus.help, (help,))
addActions(self.menus.view, (
labels, advancedMode, None,
hideAll, showAll, None,
zoomIn, zoomOut, zoomOrg, None,
fitWindow, fitWidth))
self.menus.file.aboutToShow.connect(self.updateFileMenu)
# Custom context menu for the canvas widget:
addActions(self.canvas.menus[0], self.actions.beginnerContext)
addActions(self.canvas.menus[1], (
action('&Copy here', self.copyShape),
action('&Move here', self.moveShape)))
self.tools = self.toolbar('Tools')
self.actions.beginner = (
open, opendir, openNextImg, openPrevImg, save, None, create, copy, delete, None,
zoomIn, zoom, zoomOut, fitWindow, fitWidth)
self.actions.advanced = (
open, save, None,
createMode, editMode, None,
hideAll, showAll)
self.statusBar().showMessage('%s started.' % __appname__)
self.statusBar().show()
# Application state.
self.image = QImage()
self.filename = filename
self.recentFiles = []
self.maxRecent = 7
self.lineColor = None
self.fillColor = None
self.zoom_level = 100
self.fit_window = False
# XXX: Could be completely declarative.
# Restore application settings.
if have_qstring():
types = {
'filename': QString,
'recentFiles': QStringList,
'window/size': QSize,
'window/position': QPoint,
'window/geometry': QByteArray,
'line/color': QColor,
'fill/color': QColor,
'advanced': bool,
# Docks and toolbars:
'window/state': QByteArray,
'savedir': QString,
'lastOpenDir': QString,
}
else:
types = {
'filename': str,
'recentFiles': list,
'window/size': QSize,
'window/position': QPoint,
'window/geometry': QByteArray,
'line/color': QColor,
'fill/color': QColor,
'advanced': bool,
# Docks and toolbars:
'window/state': QByteArray,
'savedir': str,
'lastOpenDir': str,
}
self.settings = settings = Settings(types)
self.recentFiles = list(settings.get('recentFiles', []))
size = settings.get('window/size', QSize(600, 500))
position = settings.get('window/position', QPoint(0, 0))
self.resize(size)
self.move(position)
saveDir = settings.get('savedir', None)
self.lastOpenDir = settings.get('lastOpenDir', None)
if os.path.exists(str(saveDir)):
self.defaultSaveDir = str(saveDir)
self.statusBar().showMessage('%s started. Annotation will be saved to %s' %(__appname__, self.defaultSaveDir))
self.statusBar().show()
# or simply:
#self.restoreGeometry(settings['window/geometry']
self.restoreState(settings.get('window/state', QByteArray()))
self.lineColor = QColor(settings.get('line/color', Shape.line_color))
self.fillColor = QColor(settings.get('fill/color', Shape.fill_color))
Shape.line_color = self.lineColor
Shape.fill_color = self.fillColor
def xbool(x):
if isinstance(x, QVariant):
return x.toBool()
return bool(x)
if xbool(settings.get('advanced', False)):
self.actions.advancedMode.setChecked(True)
self.toggleAdvancedMode()
# Populate the File menu dynamically.
self.updateFileMenu()
# Since loading the file may take some time, make sure it runs in the background.
self.queueEvent(partial(self.loadFile, self.filename))
# Callbacks:
self.zoomWidget.valueChanged.connect(self.paintCanvas)
self.populateModeActions()
class MainWindow(QMainWindow, WindowMixin):
FIT_WINDOW, FIT_WIDTH, MANUAL_ZOOM = list(range(3))
def __init__(self, filename=None):
super(MainWindow, self).__init__()
self.setWindowTitle(__appname__)
# Save as Pascal voc xml
self.defaultSaveDir = None
self.usingPascalVocFormat = True
if self.usingPascalVocFormat:
LabelFile.suffix = '.xml'
# For loading all image under a directory
self.mImgList = []
self.dirname = None
self.labelHist = []
self.lastOpenDir = None
# Whether we need to save or not.
self.dirty = False
# Enble auto saving if pressing next
self.autoSaving = True
self._noSelectionSlot = False
self._beginner = True
self.screencastViewer = "firefox"
self.screencast = "https://youtu.be/p0nR2YsCY_U"
self.loadPredefinedClasses()
# Main widgets and related state.
self.labelDialog = LabelDialog(parent=self, listItem=self.labelHist)
self.labelList = QListWidget()
self.itemsToShapes = {}
self.shapesToItems = {}
self.labelList.itemActivated.connect(self.labelSelectionChanged)
self.labelList.itemSelectionChanged.connect(self.labelSelectionChanged)
self.labelList.itemDoubleClicked.connect(self.editLabel)
# Connect to itemChanged to detect checkbox changes.
self.labelList.itemChanged.connect(self.labelItemChanged)
listLayout = QVBoxLayout()
listLayout.setContentsMargins(0, 0, 0, 0)
listLayout.addWidget(self.labelList)
self.editButton = QToolButton()
self.editButton.setToolButtonStyle(Qt.ToolButtonTextBesideIcon)
self.labelListContainer = QWidget()
self.labelListContainer.setLayout(listLayout)
listLayout.addWidget(self.editButton)#, 0, Qt.AlignCenter)
listLayout.addWidget(self.labelList)
self.dock = QDockWidget(u'Box Labels', self)
self.dock.setObjectName(u'Labels')
self.dock.setWidget(self.labelListContainer)
# Tzutalin 20160906 : Add file list and dock to move faster
self.fileListWidget = QListWidget()
self.fileListWidget.itemDoubleClicked.connect(self.fileitemDoubleClicked)
filelistLayout = QVBoxLayout()
filelistLayout.setContentsMargins(0, 0, 0, 0)
filelistLayout.addWidget(self.fileListWidget)
self.fileListContainer = QWidget()
self.fileListContainer.setLayout(filelistLayout)
self.filedock = QDockWidget(u'File List', self)
self.filedock.setObjectName(u'Files')
self.filedock.setWidget(self.fileListContainer)
self.zoomWidget = ZoomWidget()
self.colorDialog = ColorDialog(parent=self)
self.canvas = Canvas()
self.canvas.zoomRequest.connect(self.zoomRequest)
scroll = QScrollArea()
scroll.setWidget(self.canvas)
scroll.setWidgetResizable(True)
self.scrollBars = {
Qt.Vertical: scroll.verticalScrollBar(),
Qt.Horizontal: scroll.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(scroll)
self.addDockWidget(Qt.RightDockWidgetArea, self.dock)
# Tzutalin 20160906 : Add file list and dock to move faster
self.addDockWidget(Qt.RightDockWidgetArea, self.filedock)
self.dockFeatures = QDockWidget.DockWidgetClosable\
| QDockWidget.DockWidgetFloatable
self.dock.setFeatures(self.dock.features() ^ self.dockFeatures)
# Actions
action = partial(newAction, self)
quit = action('&Quit', self.close,
'Ctrl+Q', 'quit', u'Quit application')
open = action('&Open', self.openFile,
'Ctrl+O', 'open', u'Open image or label file')
opendir = action('&Open Dir', self.openDir,
'Ctrl+u', 'open', u'Open Dir')
changeSavedir = action('&Change default saved Annotation dir', self.changeSavedir,
'Ctrl+r', 'open', u'Change default saved Annotation dir')
openAnnotation = action('&Open Annotation', self.openAnnotation,
'Ctrl+q', 'openAnnotation', u'Open Annotation')
openNextImg = action('&Next Image', self.openNextImg,
'd', 'next', u'Open Next')
openPrevImg = action('&Prev Image', self.openPrevImg,
'a', 'prev', u'Open Prev')
save = action('&Save', self.saveFile,
'Ctrl+S', 'save', u'Save labels to file', enabled=False)
saveAs = action('&Save As', self.saveFileAs,
'Ctrl+Shift+S', 'save-as', u'Save labels to a different file',
enabled=False)
close = action('&Close', self.closeFile,
'Ctrl+W', 'close', u'Close current file')
color1 = action('Box &Line Color', self.chooseColor1,
'Ctrl+L', 'color_line', u'Choose Box line color')
color2 = action('Box &Fill Color', self.chooseColor2,
'Ctrl+Shift+L', 'color', u'Choose Box fill color')
createMode = action('Create\nRectBox', self.setCreateMode,
'Ctrl+N', 'new', u'Start drawing Boxs', enabled=False)
editMode = action('&Edit\nRectBox', self.setEditMode,
'Ctrl+J', 'edit', u'Move and edit Boxs', enabled=False)
create = action('Create\nRectBox', self.createShape,
'w', 'new', u'Draw a new Box', enabled=False)
delete = action('Delete\nRectBox', self.deleteSelectedShape,
'Delete', 'delete', u'Delete', enabled=False)
copy = action('&Duplicate\nRectBox', self.copySelectedShape,
'Ctrl+D', 'copy', u'Create a duplicate of the selected Box',
enabled=False)
advancedMode = action('&Advanced Mode', self.toggleAdvancedMode,
'Ctrl+Shift+A', 'expert', u'Switch to advanced mode',
checkable=True)
hideAll = action('&Hide\nRectBox', partial(self.togglePolygons, False),
'Ctrl+H', 'hide', u'Hide all Boxs',
enabled=False)
showAll = action('&Show\nRectBox', partial(self.togglePolygons, True),
'Ctrl+A', 'hide', u'Show all Boxs',
enabled=False)
help = action('&Tutorial', self.tutorial, 'Ctrl+T', 'help',
u'Show demos')
zoom = QWidgetAction(self)
zoom.setDefaultWidget(self.zoomWidget)
self.zoomWidget.setWhatsThis(
u"Zoom in or out of the image. Also accessible with"\
" %s and %s from the canvas." % (fmtShortcut("Ctrl+[-+]"),
fmtShortcut("Ctrl+Wheel")))
self.zoomWidget.setEnabled(False)
zoomIn = action('Zoom &In', partial(self.addZoom, 10),
'Ctrl++', 'zoom-in', u'Increase zoom level', enabled=False)
zoomOut = action('&Zoom Out', partial(self.addZoom, -10),
'Ctrl+-', 'zoom-out', u'Decrease zoom level', enabled=False)
zoomOrg = action('&Original size', partial(self.setZoom, 100),
'Ctrl+=', 'zoom', u'Zoom to original size', enabled=False)
fitWindow = action('&Fit Window', self.setFitWindow,
'Ctrl+F', 'fit-window', u'Zoom follows window size',
checkable=True, enabled=False)
fitWidth = action('Fit &Width', self.setFitWidth,
'Ctrl+Shift+F', 'fit-width', u'Zoom follows window width',
checkable=True, enabled=False)
# Group zoom controls into a list for easier toggling.
zoomActions = (self.zoomWidget, zoomIn, zoomOut, zoomOrg, fitWindow, fitWidth)
self.zoomMode = self.MANUAL_ZOOM
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('&Edit Label', self.editLabel,
'Ctrl+E', 'edit', u'Modify the label of the selected Box',
enabled=False)
self.editButton.setDefaultAction(edit)
shapeLineColor = action('Shape &Line Color', self.chshapeLineColor,
icon='color_line', tip=u'Change the line color for this specific shape',
enabled=False)
shapeFillColor = action('Shape &Fill Color', self.chshapeFillColor,
icon='color', tip=u'Change the fill color for this specific shape',
enabled=False)
labels = self.dock.toggleViewAction()
labels.setText('Show/Hide Label Panel')
labels.setShortcut('Ctrl+Shift+L')
# Lavel list context menu.
labelMenu = QMenu()
addActions(labelMenu, (edit, delete))
self.labelList.setContextMenuPolicy(Qt.CustomContextMenu)
self.labelList.customContextMenuRequested.connect(self.popLabelListMenu)
# Store actions for further handling.
self.actions = struct(save=save, saveAs=saveAs, open=open, close=close,
lineColor=color1, fillColor=color2,
create=create, delete=delete, edit=edit, copy=copy,
createMode=createMode, editMode=editMode, advancedMode=advancedMode,
shapeLineColor=shapeLineColor, shapeFillColor=shapeFillColor,
zoom=zoom, zoomIn=zoomIn, zoomOut=zoomOut, zoomOrg=zoomOrg,
fitWindow=fitWindow, fitWidth=fitWidth,
zoomActions=zoomActions,
fileMenuActions=(open,opendir,save,saveAs,close,quit),
beginner=(), advanced=(),
editMenu=(edit, copy, delete, None, color1, color2),
beginnerContext=(create, edit, copy, delete),
advancedContext=(createMode, editMode, edit, copy,
delete, shapeLineColor, shapeFillColor),
onLoadActive=(close, create, createMode, editMode),
onShapesPresent=(saveAs, hideAll, showAll))
self.menus = struct(
file=self.menu('&File'),
edit=self.menu('&Edit'),
view=self.menu('&View'),
help=self.menu('&Help'),
recentFiles=QMenu('Open &Recent'),
labelList=labelMenu)
addActions(self.menus.file,
(open, opendir,changeSavedir, openAnnotation, self.menus.recentFiles, save, saveAs, close, None, quit))
addActions(self.menus.help, (help,))
addActions(self.menus.view, (
labels, advancedMode, None,
hideAll, showAll, None,
zoomIn, zoomOut, zoomOrg, None,
fitWindow, fitWidth))
self.menus.file.aboutToShow.connect(self.updateFileMenu)
# Custom context menu for the canvas widget:
addActions(self.canvas.menus[0], self.actions.beginnerContext)
addActions(self.canvas.menus[1], (
action('&Copy here', self.copyShape),
action('&Move here', self.moveShape)))
self.tools = self.toolbar('Tools')
self.actions.beginner = (
open, opendir, openNextImg, openPrevImg, save, None, create, copy, delete, None,
zoomIn, zoom, zoomOut, fitWindow, fitWidth)
self.actions.advanced = (
open, save, None,
createMode, editMode, None,
hideAll, showAll)
self.statusBar().showMessage('%s started.' % __appname__)
self.statusBar().show()
# Application state.
self.image = QImage()
self.filename = filename
self.recentFiles = []
self.maxRecent = 7
self.lineColor = None
self.fillColor = None
self.zoom_level = 100
self.fit_window = False
# XXX: Could be completely declarative.
# Restore application settings.
if have_qstring():
types = {
'filename': QString,
'recentFiles': QStringList,
'window/size': QSize,
'window/position': QPoint,
'window/geometry': QByteArray,
'line/color': QColor,
'fill/color': QColor,
'advanced': bool,
# Docks and toolbars:
'window/state': QByteArray,
'savedir': QString,
'lastOpenDir': QString,
}
else:
types = {
'filename': str,
'recentFiles': list,
'window/size': QSize,
'window/position': QPoint,
'window/geometry': QByteArray,
'line/color': QColor,
'fill/color': QColor,
'advanced': bool,
# Docks and toolbars:
'window/state': QByteArray,
'savedir': str,
'lastOpenDir': str,
}
self.settings = settings = Settings(types)
self.recentFiles = list(settings.get('recentFiles', []))
size = settings.get('window/size', QSize(600, 500))
position = settings.get('window/position', QPoint(0, 0))
self.resize(size)
self.move(position)
saveDir = settings.get('savedir', None)
self.lastOpenDir = settings.get('lastOpenDir', None)
if os.path.exists(str(saveDir)):
self.defaultSaveDir = str(saveDir)
self.statusBar().showMessage('%s started. Annotation will be saved to %s' %(__appname__, self.defaultSaveDir))
self.statusBar().show()
# or simply:
#self.restoreGeometry(settings['window/geometry']
self.restoreState(settings.get('window/state', QByteArray()))
self.lineColor = QColor(settings.get('line/color', Shape.line_color))
self.fillColor = QColor(settings.get('fill/color', Shape.fill_color))
Shape.line_color = self.lineColor
Shape.fill_color = self.fillColor
def xbool(x):
if isinstance(x, QVariant):
return x.toBool()
return bool(x)
if xbool(settings.get('advanced', False)):
self.actions.advancedMode.setChecked(True)
self.toggleAdvancedMode()
# Populate the File menu dynamically.
self.updateFileMenu()
# Since loading the file may take some time, make sure it runs in the background.
self.queueEvent(partial(self.loadFile, self.filename))
# Callbacks:
self.zoomWidget.valueChanged.connect(self.paintCanvas)
self.populateModeActions()
## Support Functions ##
def noShapes(self):
return not self.itemsToShapes
def toggleAdvancedMode(self, value=True):
self._beginner = not value
self.canvas.setEditing(True)
self.populateModeActions()
self.editButton.setVisible(not value)
if value:
self.actions.createMode.setEnabled(True)
self.actions.editMode.setEnabled(False)
self.dock.setFeatures(self.dock.features() | self.dockFeatures)
else:
self.dock.setFeatures(self.dock.features() ^ self.dockFeatures)
def populateModeActions(self):
if self.beginner():
tool, menu = self.actions.beginner, self.actions.beginnerContext
else:
tool, menu = self.actions.advanced, self.actions.advancedContext
self.tools.clear()
addActions(self.tools, tool)
self.canvas.menus[0].clear()
addActions(self.canvas.menus[0], menu)
self.menus.edit.clear()
actions = (self.actions.create,) if self.beginner()\
else (self.actions.createMode, self.actions.editMode)
addActions(self.menus.edit, actions + self.actions.editMenu)
def setBeginner(self):
self.tools.clear()
addActions(self.tools, self.actions.beginner)
def setAdvanced(self):
self.tools.clear()
addActions(self.tools, self.actions.advanced)
def setDirty(self):
self.dirty = True
self.actions.save.setEnabled(True)
def setClean(self):
self.dirty = False
self.actions.save.setEnabled(False)
self.actions.create.setEnabled(True)
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):
QTimer.singleShot(0, function)
def status(self, message, delay=5000):
self.statusBar().showMessage(message, delay)
def resetState(self):
self.itemsToShapes.clear()
self.shapesToItems.clear()
self.labelList.clear()
self.filename = None
self.imageData = None
self.labelFile = 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)
def beginner(self):
return self._beginner
def advanced(self):
return not self.beginner()
## Callbacks ##
def tutorial(self):
subprocess.Popen([self.screencastViewer, self.screencast])
def createShape(self):
assert self.beginner()
self.canvas.setEditing(False)
self.actions.create.setEnabled(False)
def toggleDrawingSensitive(self, drawing=True):
"""In the middle of drawing, toggling between modes should be disabled."""
self.actions.editMode.setEnabled(not drawing)
if not drawing and self.beginner():
# Cancel creation.
print('Cancel creation.')
self.canvas.setEditing(True)
self.canvas.restoreCursor()
self.actions.create.setEnabled(True)
def toggleDrawMode(self, edit=True):
self.canvas.setEditing(edit)
self.actions.createMode.setEnabled(edit)
self.actions.editMode.setEnabled(not edit)
def setCreateMode(self):
assert self.advanced()
self.toggleDrawMode(False)
def setEditMode(self):
assert self.advanced()
self.toggleDrawMode(True)
def updateFileMenu(self):
current = self.filename
def exists(filename):
return os.path.exists(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 = newIcon('labels')
action = QAction(
icon, '&%d %s' % (i+1, QFileInfo(f).fileName()), self)
action.triggered.connect(partial(self.loadRecent, f))
menu.addAction(action)
def popLabelListMenu(self, point):
self.menus.labelList.exec_(self.labelList.mapToGlobal(point))
def editLabel(self, item=None):
if not self.canvas.editing():
return
item = item if item else self.currentItem()
text = self.labelDialog.popUp(item.text())
if text is not None:
item.setText(text)
self.setDirty()
# Tzutalin 20160906 : Add file list and dock to move faster
def fileitemDoubleClicked(self, item=None):
currIndex = self.mImgList.index(item.text())
if currIndex < len(self.mImgList):
filename = self.mImgList[currIndex]
if filename:
self.loadFile(filename)
# React to canvas signals.
def shapeSelectionChanged(self, selected=False):
if self._noSelectionSlot:
self._noSelectionSlot = False
else:
shape = self.canvas.selectedShape
if shape:
self.shapesToItems[shape].setSelected(True)
else:
self.labelList.clearSelection()
self.actions.delete.setEnabled(selected)
self.actions.copy.setEnabled(selected)
self.actions.edit.setEnabled(selected)
self.actions.shapeLineColor.setEnabled(selected)
self.actions.shapeFillColor.setEnabled(selected)
def addLabel(self, shape):
item = HashableQListWidgetItem(shape.label)
item.setFlags(item.flags() | Qt.ItemIsUserCheckable)
item.setCheckState(Qt.Checked)
self.itemsToShapes[item] = shape
self.shapesToItems[shape] = item
self.labelList.addItem(item)
for action in self.actions.onShapesPresent:
action.setEnabled(True)
def remLabel(self, shape):
item = self.shapesToItems[shape]
self.labelList.takeItem(self.labelList.row(item))
del self.shapesToItems[shape]
del self.itemsToShapes[item]
def loadLabels(self, shapes):
s = []
for label, points, line_color, fill_color in shapes:
shape = Shape(label=label)
for x, y in points:
shape.addPoint(QPointF(x, y))
shape.close()
s.append(shape)
self.addLabel(shape)
if line_color:
shape.line_color = QColor(*line_color)
if fill_color:
shape.fill_color = QColor(*fill_color)
self.canvas.loadShapes(s)
def saveLabels(self, filename):
lf = LabelFile()
def format_shape(s):
return dict(label=s.label,
line_color=s.line_color.getRgb()\
if s.line_color != self.lineColor else None,
fill_color=s.fill_color.getRgb()\
if s.fill_color != self.fillColor else None,
points=[(p.x(), p.y()) for p in s.points])
shapes = [format_shape(shape) for shape in self.canvas.shapes]
# Can add differrent annotation formats here
try:
if self.usingPascalVocFormat is True:
print('savePascalVocFormat save to:' + filename)
lf.savePascalVocFormat(filename, shapes, str(self.filename), self.imageData,
self.lineColor.getRgb(), self.fillColor.getRgb())
else:
lf.save(filename, shapes, str(self.filename), self.imageData,
self.lineColor.getRgb(), self.fillColor.getRgb())
self.labelFile = lf
self.filename = filename
return True
except LabelFileError as e:
self.errorMessage(u'Error saving label data',
u'<b>%s</b>' % e)
return False
def copySelectedShape(self):
self.addLabel(self.canvas.copySelectedShape())
#fix copy and delete
self.shapeSelectionChanged(True)
def labelSelectionChanged(self):
item = self.currentItem()
if item and self.canvas.editing():
self._noSelectionSlot = True
self.canvas.selectShape(self.itemsToShapes[item])
def labelItemChanged(self, item):
shape = self.itemsToShapes[item]
label = item.text()
if label != shape.label:
shape.label = item.text()
self.setDirty()
else: # User probably changed item visibility
self.canvas.setShapeVisible(shape, item.checkState() == Qt.Checked)
## Callback functions:
def newShape(self):
"""Pop-up and give focus to the label editor.
position MUST be in global coordinates.
"""
if len(self.labelHist) > 0:
self.labelDialog = LabelDialog(parent=self, listItem=self.labelHist)
text = self.labelDialog.popUp()
if text is not None:
self.addLabel(self.canvas.setLastLabel(text))
if self.beginner(): # Switch to edit mode.
self.canvas.setEditing(True)
self.actions.create.setEnabled(True)
else:
self.actions.editMode.setEnabled(True)
self.setDirty()
if text not in self.labelHist:
self.labelHist.append(text)
else:
#self.canvas.undoLastLine()
self.canvas.resetAllLines()
def scrollRequest(self, delta, orientation):
units = - delta / (8 * 15)
bar = self.scrollBars[orientation]
bar.setValue(bar.value() + bar.singleStep() * units)
def setZoom(self, value):
self.actions.fitWidth.setChecked(False)
self.actions.fitWindow.setChecked(False)
self.zoomMode = self.MANUAL_ZOOM
self.zoomWidget.setValue(value)
def addZoom(self, increment=10):
self.setZoom(self.zoomWidget.value() + increment)
def zoomRequest(self, delta):
units = delta / (8 * 15)
scale = 10
self.addZoom(scale * units)
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 togglePolygons(self, value):
for item, shape in self.itemsToShapes.items():
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."""
self.resetState()
self.canvas.setEnabled(False)
if filename is None:
filename = self.settings.get('filename')
# Tzutalin 20160906 : Add file list and dock to move faster
# Highlight the file item
if filename and self.fileListWidget.count() > 0:
index = self.mImgList.index(filename)
fileWidgetItem = self.fileListWidget.item(index)
fileWidgetItem.setSelected(True)
if filename and QFile.exists(filename):
if LabelFile.isLabelFile(filename):
try:
self.labelFile = LabelFile(filename)
except LabelFileError as e:
self.errorMessage(u'Error opening file',
(u"<p><b>%s</b></p>"
u"<p>Make sure <i>%s</i> is a valid label file.")\
% (e, filename))
self.status("Error reading %s" % filename)
return False
self.imageData = self.labelFile.imageData
self.lineColor = QColor(*self.labelFile.lineColor)
self.fillColor = QColor(*self.labelFile.fillColor)
else:
# Load image:
# read data first and store for saving into label file.
self.imageData = read(filename, None)
self.labelFile = None
image = QImage.fromData(self.imageData)
if image.isNull():
self.errorMessage(u'Error opening file',
u"<p>Make sure <i>%s</i> is a valid image file." % filename)
self.status("Error reading %s" % filename)
return False
self.status("Loaded %s" % os.path.basename(str(filename)))
self.image = image
self.filename = filename
self.canvas.loadPixmap(QPixmap.fromImage(image))
if self.labelFile:
self.loadLabels(self.labelFile.shapes)
self.setClean()
self.canvas.setEnabled(True)
self.adjustScale(initial=True)
self.paintCanvas()
self.addRecentFile(self.filename)
self.toggleActions(True)
## Label xml file and show bound box according to its filename
if self.usingPascalVocFormat is True and \
self.defaultSaveDir is not None:
basename = os.path.basename(os.path.splitext(self.filename)[0]) + '.xml'
xmlPath = os.path.join(self.defaultSaveDir, basename)
self.loadPascalXMLByFilename(xmlPath)
return True
return False
def resizeEvent(self, event):
if self.canvas and not self.image.isNull()\
and self.zoomMode != self.MANUAL_ZOOM:
self.adjustScale()
super(MainWindow, self).resizeEvent(event)
def paintCanvas(self):
assert not self.image.isNull(), "cannot paint null image"
self.canvas.scale = 0.01 * self.zoomWidget.value()
self.canvas.adjustSize()
self.canvas.update()
def adjustScale(self, initial=False):
value = self.scalers[self.FIT_WINDOW if initial else self.zoomMode]()
self.zoomWidget.setValue(int(100 * value))
def scaleFitWindow(self):
"""Figure out the size of the pixmap in order to fit the main widget."""
e = 2.0 # So that no scrollbars are generated.
w1 = self.centralWidget().width() - e
h1 = self.centralWidget().height() - e
a1 = w1/ h1
# Calculate a new scale value based on the pixmap's aspect ratio.
w2 = self.canvas.pixmap.width() - 0.0
h2 = self.canvas.pixmap.height() - 0.0
a2 = w2 / h2
return w1 / w2 if a2 >= a1 else h1 / h2
def scaleFitWidth(self):
# The epsilon does not seem to work too well here.
w = self.centralWidget().width() - 2.0
return w / self.canvas.pixmap.width()
def closeEvent(self, event):
if not self.mayContinue():
event.ignore()
s = self.settings
# If it loads images from dir, don't load it at the begining
if self.dirname is None:
s['filename'] = self.filename if self.filename else ''
else:
s['filename'] = ''
s['window/size'] = self.size()
s['window/position'] = self.pos()
s['window/state'] = self.saveState()
s['line/color'] = self.lineColor
s['fill/color'] = self.fillColor
s['recentFiles'] = self.recentFiles
s['advanced'] = not self._beginner
if self.defaultSaveDir is not None and len(self.defaultSaveDir) > 1:
s['savedir'] = str(self.defaultSaveDir)
else:
s['savedir'] = ""
if self.lastOpenDir is not None and len(self.lastOpenDir) > 1:
s['lastOpenDir'] = str(self.lastOpenDir)
else:
s['lastOpenDir'] = ""
#ask the use for where to save the labels
#s['window/geometry'] = self.saveGeometry()
## User Dialogs ##
def loadRecent(self, filename):
if self.mayContinue():
self.loadFile(filename)
def scanAllImages(self, folderPath):
extensions = ['.jpeg','.jpg', '.png', '.bmp']
images = []
for root, dirs, files in os.walk(folderPath):
for file in files:
if file.lower().endswith(tuple(extensions)):
relatviePath = os.path.join(root, file)
path = u(os.path.abspath(relatviePath))
images.append(path)
images.sort(key=lambda x: x.lower())
return images
def changeSavedir(self, _value=False):
if self.defaultSaveDir is not None:
path = str(self.defaultSaveDir)
else:
path = '.'
dirpath = str(QFileDialog.getExistingDirectory(self,
'%s - Save to the directory' % __appname__, path, QFileDialog.ShowDirsOnly
| QFileDialog.DontResolveSymlinks))
if dirpath is not None and len(dirpath) > 1:
self.defaultSaveDir = dirpath
self.statusBar().showMessage('%s . Annotation will be saved to %s' %('Change saved folder', self.defaultSaveDir))
self.statusBar().show()
def openAnnotation(self, _value=False):
if self.filename is None:
return
path = os.path.dirname(str(self.filename))\
if self.filename else '.'
if self.usingPascalVocFormat:
formats = ['*.%s' % str(fmt).lower()\
for fmt in QImageReader.supportedImageFormats()]
filters = "Open Annotation XML file (%s)" % \
' '.join(formats + ['*.xml'])
filename = str(QFileDialog.getOpenFileName(self,
'%s - Choose a xml file' % __appname__, path, filters))
self.loadPascalXMLByFilename(filename)
def openDir(self, _value=False):
if not self.mayContinue():
return
path = os.path.dirname(self.filename)\
if self.filename else '.'
if self.lastOpenDir is not None and len(self.lastOpenDir) > 1:
path = self.lastOpenDir
dirpath = str(QFileDialog.getExistingDirectory(self,
'%s - Open Directory' % __appname__, path, QFileDialog.ShowDirsOnly
| QFileDialog.DontResolveSymlinks))
if dirpath is not None and len(dirpath) > 1:
self.lastOpenDir = dirpath
self.dirname = dirpath
self.mImgList = self.scanAllImages(dirpath)
self.openNextImg()
for imgPath in self.mImgList:
item = QListWidgetItem(imgPath)
self.fileListWidget.addItem(item)
def openPrevImg(self, _value=False):
if not self.mayContinue():
return
if len(self.mImgList) <= 0:
return
if self.filename is None:
return
currIndex = self.mImgList.index(self.filename)
if currIndex -1 >= 0:
filename = self.mImgList[currIndex-1]
if filename:
self.loadFile(filename)
def openNextImg(self, _value=False):
# Proceding next image without dialog if having any label
if self.autoSaving is True and self.defaultSaveDir is not None:
if self.dirty is True and self.hasLabels():
self.saveFile()
if not self.mayContinue():
return
if len(self.mImgList) <= 0:
return
filename = None
if self.filename is None:
filename = self.mImgList[0]
else:
currIndex = self.mImgList.index(self.filename)
if currIndex + 1 < len(self.mImgList):
filename = self.mImgList[currIndex+1]
if filename:
self.loadFile(filename)
def openFile(self, _value=False):
if not self.mayContinue():
return
path = os.path.dirname(str(self.filename))\
if self.filename else '.'
formats = ['*.%s' % str(fmt).lower()\
for fmt in QImageReader.supportedImageFormats()]
filters = "Image & Label files (%s)" % \
' '.join(formats + ['*%s' % LabelFile.suffix])
filename = str(QFileDialog.getOpenFileName(self,
'%s - Choose Image or Label file' % __appname__, path, filters))
if filename:
self.loadFile(filename)
def saveFile(self, _value=False):
assert not self.image.isNull(), "cannot save empty image"
if self.hasLabels():
if self.defaultSaveDir is not None and len(str(self.defaultSaveDir)):
print('handle the image:' + self.filename)
imgFileName = os.path.basename(self.filename)
savedFileName = os.path.splitext(imgFileName)[0] + LabelFile.suffix
savedPath = os.path.join(str(self.defaultSaveDir), savedFileName)
self._saveFile(savedPath)
else:
self._saveFile(self.filename if self.labelFile\
else self.saveFileDialog())
def saveFileAs(self, _value=False):
assert not self.image.isNull(), "cannot save empty image"
if self.hasLabels():
self._saveFile(self.saveFileDialog())
def saveFileDialog(self):
caption = '%s - Choose File' % __appname__
filters = 'File (*%s)' % LabelFile.suffix
openDialogPath = self.currentPath()
dlg = QFileDialog(self, caption, openDialogPath, filters)
dlg.setDefaultSuffix(LabelFile.suffix[1:])
dlg.setAcceptMode(QFileDialog.AcceptSave)
filenameWithoutExtension = os.path.splitext(self.filename)[0]
dlg.selectFile(filenameWithoutExtension)
dlg.setOption(QFileDialog.DontUseNativeDialog, False)
if dlg.exec_():
return dlg.selectedFiles()[0]
return ''
def _saveFile(self, filename):
if filename and self.saveLabels(filename):
self.addRecentFile(filename)
self.setClean()
self.statusBar().showMessage('Saved to %s' % filename)
self.statusBar().show()
def closeFile(self, _value=False):
if not self.mayContinue():
return
self.resetState()
self.setClean()
self.toggleActions(False)
self.canvas.setEnabled(False)
self.actions.saveAs.setEnabled(False)
# Message Dialogs. #
def hasLabels(self):
if not self.itemsToShapes:
self.errorMessage(u'No objects labeled',
u'You must label at least one object to save the file.')
return False
return True
def mayContinue(self):
return not (self.dirty and not self.discardChangesDialog())
def discardChangesDialog(self):
yes, no = QMessageBox.Yes, QMessageBox.No
msg = u'You have unsaved changes, proceed anyway?'
return yes == QMessageBox.warning(self, u'Attention', msg, yes|no)
def errorMessage(self, title, message):
return QMessageBox.critical(self, title,
'<p><b>%s</b></p>%s' % (title, message))
def currentPath(self):
return os.path.dirname(str(self.filename)) if self.filename else '.'
def chooseColor1(self):
color = self.colorDialog.getColor(self.lineColor, u'Choose line color',
default=DEFAULT_LINE_COLOR)
if color:
self.lineColor = color
# Change the color for all shape lines:
Shape.line_color = self.lineColor
self.canvas.update()
self.setDirty()
def chooseColor2(self):
color = self.colorDialog.getColor(self.fillColor, u'Choose fill color',
default=DEFAULT_FILL_COLOR)
if color:
self.fillColor = color
Shape.fill_color = self.fillColor
self.canvas.update()
self.setDirty()
def deleteSelectedShape(self):
yes, no = QMessageBox.Yes, QMessageBox.No
msg = u'You are about to permanently delete this Box, proceed anyway?'
if yes == QMessageBox.warning(self, u'Attention', msg, yes|no):
self.remLabel(self.canvas.deleteSelected())
self.setDirty()
if self.noShapes():
for action in self.actions.onShapesPresent:
action.setEnabled(False)
def chshapeLineColor(self):
color = self.colorDialog.getColor(self.lineColor, u'Choose line color',
default=DEFAULT_LINE_COLOR)
if color:
self.canvas.selectedShape.line_color = color
self.canvas.update()
self.setDirty()
def chshapeFillColor(self):
color = self.colorDialog.getColor(self.fillColor, u'Choose fill color',
default=DEFAULT_FILL_COLOR)
if color:
self.canvas.selectedShape.fill_color = color
self.canvas.update()
self.setDirty()
def copyShape(self):
self.canvas.endMove(copy=True)
self.addLabel(self.canvas.selectedShape)
self.setDirty()
def moveShape(self):
self.canvas.endMove(copy=False)
self.setDirty()
def loadPredefinedClasses(self):
predefined_classes_path = os.path.join('data', 'predefined_classes.txt')
if os.path.exists(predefined_classes_path) is True:
with codecs.open(predefined_classes_path, 'r', 'utf8') as f:
for line in f:
line = line.strip()
if self.labelHist is None:
self.lablHist = [line]
else:
self.labelHist.append(line)
def loadPascalXMLByFilename(self, xmlPath):
if self.filename is None:
return
if os.path.isfile(xmlPath) is False:
return
tVocParseReader = PascalVocReader(xmlPath)
shapes = tVocParseReader.getShapes()
self.loadLabels(shapes)