提交 1749464b 编写于 作者: qq_25193841's avatar qq_25193841

Add single box re-recognition function and perfect shortcut keys

上级 797ab8a1
...@@ -277,6 +277,7 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -277,6 +277,7 @@ class MainWindow(QMainWindow, WindowMixin):
self.preButton.setIconSize(QSize(40, 100)) self.preButton.setIconSize(QSize(40, 100))
self.preButton.clicked.connect(self.openPrevImg) self.preButton.clicked.connect(self.openPrevImg)
self.preButton.setStyleSheet('border: none;') self.preButton.setStyleSheet('border: none;')
self.preButton.setShortcut('a')
self.iconlist = QListWidget() self.iconlist = QListWidget()
self.iconlist.setViewMode(QListView.IconMode) self.iconlist.setViewMode(QListView.IconMode)
self.iconlist.setFlow(QListView.TopToBottom) self.iconlist.setFlow(QListView.TopToBottom)
...@@ -292,6 +293,7 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -292,6 +293,7 @@ class MainWindow(QMainWindow, WindowMixin):
self.nextButton.setIconSize(QSize(40, 100)) self.nextButton.setIconSize(QSize(40, 100))
self.nextButton.setStyleSheet('border: none;') self.nextButton.setStyleSheet('border: none;')
self.nextButton.clicked.connect(self.openNextImg) self.nextButton.clicked.connect(self.openNextImg)
self.nextButton.setShortcut('d')
hlayout.addWidget(self.preButton) hlayout.addWidget(self.preButton)
hlayout.addWidget(self.iconlist) hlayout.addWidget(self.iconlist)
...@@ -366,14 +368,6 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -366,14 +368,6 @@ class MainWindow(QMainWindow, WindowMixin):
opendir = action(getStr('openDir'), self.openDirDialog, opendir = action(getStr('openDir'), self.openDirDialog,
'Ctrl+u', 'open', getStr('openDir')) 'Ctrl+u', 'open', getStr('openDir'))
openNextImg = action(getStr('nextImg'), self.openNextImg,
'd', 'next', getStr('nextImgDetail'))
openPrevImg = action(getStr('prevImg'), self.openPrevImg,
'a', 'prev', getStr('prevImgDetail'))
# verify = action(getStr('verifyImg'), self.verifyImg,
# 'space', 'verify', getStr('verifyImgDetail'))
save = action(getStr('save'), self.saveFile, save = action(getStr('save'), self.saveFile,
'Ctrl+V', 'verify', getStr('saveDetail'), enabled=False) 'Ctrl+V', 'verify', getStr('saveDetail'), enabled=False)
...@@ -381,7 +375,7 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -381,7 +375,7 @@ class MainWindow(QMainWindow, WindowMixin):
alcm = action(getStr('choosemodel'), self.autolcm, alcm = action(getStr('choosemodel'), self.autolcm,
'Ctrl+M', 'next', getStr('tipchoosemodel')) 'Ctrl+M', 'next', getStr('tipchoosemodel'))
deleteImg = action(getStr('deleteImg'), self.deleteImg, 'Ctrl+D', 'close', getStr('deleteImgDetail'), deleteImg = action(getStr('deleteImg'), self.deleteImg, 'Ctrl+Shift+D', 'close', getStr('deleteImgDetail'),
enabled=True) enabled=True)
resetAll = action(getStr('resetAll'), self.resetAll, None, 'resetall', getStr('resetAllDetail')) resetAll = action(getStr('resetAll'), self.resetAll, None, 'resetall', getStr('resetAllDetail'))
...@@ -398,7 +392,7 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -398,7 +392,7 @@ class MainWindow(QMainWindow, WindowMixin):
'w', 'new', getStr('crtBoxDetail'), enabled=False) 'w', 'new', getStr('crtBoxDetail'), enabled=False)
delete = action(getStr('delBox'), self.deleteSelectedShape, delete = action(getStr('delBox'), self.deleteSelectedShape,
'Delete', 'delete', getStr('delBoxDetail'), enabled=False) 'backspace', 'delete', getStr('delBoxDetail'), enabled=False)
copy = action(getStr('dupBox'), self.copySelectedShape, copy = action(getStr('dupBox'), self.copySelectedShape,
'Ctrl+C', 'copy', getStr('dupBoxDetail'), 'Ctrl+C', 'copy', getStr('dupBoxDetail'),
enabled=False) enabled=False)
...@@ -456,8 +450,11 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -456,8 +450,11 @@ class MainWindow(QMainWindow, WindowMixin):
reRec = action(getStr('reRecognition'), self.reRecognition, reRec = action(getStr('reRecognition'), self.reRecognition,
'Ctrl+Shift+R', 'reRec', getStr('reRecognition'), enabled=False) 'Ctrl+Shift+R', 'reRec', getStr('reRecognition'), enabled=False)
singleRere = action(getStr('singleRe'), self.singleRerecognition,
'Ctrl+R', 'reRec', getStr('singleRe'), enabled=False)
createpoly = action(getStr('creatPolygon'), self.createPolygon, createpoly = action(getStr('creatPolygon'), self.createPolygon,
'p', 'new', 'Creat Polygon', enabled=True) 'q', 'new', 'Creat Polygon', enabled=True)
saveRec = action(getStr('saveRec'), self.saveRecResult, saveRec = action(getStr('saveRec'), self.saveRecResult,
'', 'save', getStr('saveRec'), enabled=False) '', 'save', getStr('saveRec'), enabled=False)
...@@ -515,7 +512,6 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -515,7 +512,6 @@ class MainWindow(QMainWindow, WindowMixin):
# Draw squares/rectangles # Draw squares/rectangles
self.drawSquaresOption = QAction(getStr('drawSquares'), self) self.drawSquaresOption = QAction(getStr('drawSquares'), self)
self.drawSquaresOption.setShortcut('Ctrl+Shift+R')
self.drawSquaresOption.setCheckable(True) self.drawSquaresOption.setCheckable(True)
self.drawSquaresOption.setChecked(settings.get(SETTING_DRAW_SQUARE, False)) self.drawSquaresOption.setChecked(settings.get(SETTING_DRAW_SQUARE, False))
self.drawSquaresOption.triggered.connect(self.toogleDrawSquare) self.drawSquaresOption.triggered.connect(self.toogleDrawSquare)
...@@ -523,7 +519,7 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -523,7 +519,7 @@ class MainWindow(QMainWindow, WindowMixin):
# Store actions for further handling. # Store actions for further handling.
self.actions = struct(save=save, open=open, resetAll=resetAll, deleteImg=deleteImg, self.actions = struct(save=save, open=open, resetAll=resetAll, deleteImg=deleteImg,
lineColor=color1, create=create, delete=delete, edit=edit, copy=copy, lineColor=color1, create=create, delete=delete, edit=edit, copy=copy,
saveRec=saveRec, saveRec=saveRec, singleRere=singleRere,AutoRec=AutoRec,reRec=reRec,
createMode=createMode, editMode=editMode, createMode=createMode, editMode=editMode,
shapeLineColor=shapeLineColor, shapeFillColor=shapeFillColor, shapeLineColor=shapeLineColor, shapeFillColor=shapeFillColor,
zoom=zoom, zoomIn=zoomIn, zoomOut=zoomOut, zoomOrg=zoomOrg, zoom=zoom, zoomIn=zoomIn, zoomOut=zoomOut, zoomOrg=zoomOrg,
...@@ -532,9 +528,9 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -532,9 +528,9 @@ class MainWindow(QMainWindow, WindowMixin):
fileMenuActions=( fileMenuActions=(
open, opendir, saveLabel, resetAll, quit), open, opendir, saveLabel, resetAll, quit),
beginner=(), advanced=(), beginner=(), advanced=(),
editMenu=(createpoly, edit, copy, delete, editMenu=(createpoly, edit, copy, delete,singleRere,
None, color1, self.drawSquaresOption), None, color1, self.drawSquaresOption),
beginnerContext=(create, edit, copy, delete), beginnerContext=(create, edit, copy, delete, singleRere),
advancedContext=(createMode, editMode, edit, copy, advancedContext=(createMode, editMode, edit, copy,
delete, shapeLineColor, shapeFillColor), delete, shapeLineColor, shapeFillColor),
onLoadActive=( onLoadActive=(
...@@ -576,7 +572,7 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -576,7 +572,7 @@ class MainWindow(QMainWindow, WindowMixin):
zoomIn, zoomOut, zoomOrg, None, zoomIn, zoomOut, zoomOrg, None,
fitWindow, fitWidth)) fitWindow, fitWidth))
addActions(self.menus.autolabel, (alcm, None, help)) # addActions(self.menus.autolabel, (AutoRec, reRec, alcm, None, help)) #
self.menus.file.aboutToShow.connect(self.updateFileMenu) self.menus.file.aboutToShow.connect(self.updateFileMenu)
...@@ -944,6 +940,7 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -944,6 +940,7 @@ class MainWindow(QMainWindow, WindowMixin):
self.actions.edit.setEnabled(selected) self.actions.edit.setEnabled(selected)
self.actions.shapeLineColor.setEnabled(selected) self.actions.shapeLineColor.setEnabled(selected)
self.actions.shapeFillColor.setEnabled(selected) self.actions.shapeFillColor.setEnabled(selected)
self.actions.singleRere.setEnabled(selected)
def addLabel(self, shape): def addLabel(self, shape):
shape.paintLabel = self.displayLabelOption.isChecked() shape.paintLabel = self.displayLabelOption.isChecked()
...@@ -1013,6 +1010,19 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -1013,6 +1010,19 @@ class MainWindow(QMainWindow, WindowMixin):
self.updateComboBox() self.updateComboBox()
self.canvas.loadShapes(s) self.canvas.loadShapes(s)
def singleLabel(self, shape):
if shape is None:
# print('rm empty label')
return
item = self.shapesToItems[shape]
item.setText(shape.label)
self.updateComboBox()
# ADD:
item = self.shapesToItemsbox[shape]
item.setText(str([(int(p.x()), int(p.y())) for p in shape.points]))
self.updateComboBox()
def updateComboBox(self): def updateComboBox(self):
# Get the unique labels and add them to the Combobox. # Get the unique labels and add them to the Combobox.
itemsTextList = [str(self.labelList.item(i).text()) for i in range(self.labelList.count())] itemsTextList = [str(self.labelList.item(i).text()) for i in range(self.labelList.count())]
...@@ -1466,6 +1476,8 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -1466,6 +1476,8 @@ class MainWindow(QMainWindow, WindowMixin):
self.haveAutoReced = False self.haveAutoReced = False
self.AutoRecognition.setEnabled(True) self.AutoRecognition.setEnabled(True)
self.reRecogButton.setEnabled(True) self.reRecogButton.setEnabled(True)
self.actions.AutoRec.setEnabled(True)
self.actions.reRec.setEnabled(True)
self.actions.saveLabel.setEnabled(True) self.actions.saveLabel.setEnabled(True)
...@@ -1780,6 +1792,7 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -1780,6 +1792,7 @@ class MainWindow(QMainWindow, WindowMixin):
self.loadFile(self.filePath) # ADD self.loadFile(self.filePath) # ADD
self.haveAutoReced = True self.haveAutoReced = True
self.AutoRecognition.setEnabled(False) self.AutoRecognition.setEnabled(False)
self.actions.AutoRec.setEnabled(False)
self.setDirty() self.setDirty()
self.saveCacheLabel() self.saveCacheLabel()
...@@ -1819,6 +1832,27 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -1819,6 +1832,27 @@ class MainWindow(QMainWindow, WindowMixin):
else: else:
QMessageBox.information(self, "Information", "Draw a box!") QMessageBox.information(self, "Information", "Draw a box!")
def singleRerecognition(self):
img = cv2.imread(self.filePath)
shape = self.canvas.selectedShape
box = [[int(p.x()), int(p.y())] for p in shape.points]
assert len(box) == 4
img_crop = get_rotate_crop_image(img, np.array(box, np.float32))
if img_crop is None:
msg = 'Can not recognise the detection box in ' + self.filePath + '. Please change manually'
QMessageBox.information(self, "Information", msg)
return
result = self.ocr.ocr(img_crop, cls=True, det=False)
if result[0][0] is not '':
result.insert(0, box)
print('result in reRec is ', result)
if result[1][0] == shape.label:
print('label no change')
else:
shape.label = result[1][0]
self.singleLabel(shape)
self.setDirty()
print(box)
def autolcm(self): def autolcm(self):
vbox = QVBoxLayout() vbox = QVBoxLayout()
...@@ -1850,6 +1884,7 @@ class MainWindow(QMainWindow, WindowMixin): ...@@ -1850,6 +1884,7 @@ class MainWindow(QMainWindow, WindowMixin):
self.dialog.exec_() self.dialog.exec_()
if self.filePath: if self.filePath:
self.AutoRecognition.setEnabled(True) self.AutoRecognition.setEnabled(True)
self.actions.AutoRec.setEnabled(True)
def modelChoose(self): def modelChoose(self):
......
# PPOCRLabel # **PPOCRLabel**
PPOCRLabel是一款适用于OCR领域的半自动化图形标注工具,使用python3和pyqt5编写,支持矩形框标注和四点标注模式,导出格式可直接用于PPOCR检测和识别模型的训练。 PPOCRLabel是一款适用于OCR领域的半自动化图形标注工具,使用python3和pyqt5编写,支持矩形框标注和四点标注模式,导出格式可直接用于PPOCR检测和识别模型的训练。
<img src="./data/gif/steps.gif" width="100%"/> <img src="./data/gif/steps.gif" width="100%"/>
#### 近期更新
- 2020.12.18: 支持对单个标记框进行重新识别(by [ninetailskim](https://github.com/ninetailskim) ),完善快捷键。
## 安装 ## 安装
### 1. 安装PaddleOCR ### 1. 安装PaddleOCR
...@@ -70,6 +74,26 @@ python3 PPOCRLabel.py --lang ch ...@@ -70,6 +74,26 @@ python3 PPOCRLabel.py --lang ch
| crop_img | 识别数据。按照检测框切割后的图片。与rec_gt.txt同时产生。 | | crop_img | 识别数据。按照检测框切割后的图片。与rec_gt.txt同时产生。 |
## 说明 ## 说明
### 快捷键
| 快捷键 | 说明 |
| ---------------- | ---------------------------- |
| Ctrl + shift + A | 自动标注所有未确认过的图片 |
| Ctrl + shift + R | 对当前图片的所有标记重新识别 |
| W | 新建矩形框 |
| Q | 新建四点框 |
| Ctrl + E | 编辑所选框标签 |
| Ctrl + R | 重新识别所选标记 |
| Backspace | 删除所选框 |
| Ctrl + V | 确认本张图片标记 |
| Ctrl + Shift + d | 删除本张图片 |
| D | 下一张图片 |
| A | 上一张图片 |
| Ctrl++ | 缩小 |
| Ctrl-- | 放大 |
| ↑→↓← | 移动标记框 |
### 内置模型 ### 内置模型
- 默认模型:PPOCRLabel默认使用PaddleOCR中的中英文超轻量OCR模型,支持中英文与数字识别,多种语言检测。 - 默认模型:PPOCRLabel默认使用PaddleOCR中的中英文超轻量OCR模型,支持中英文与数字识别,多种语言检测。
...@@ -80,7 +104,7 @@ python3 PPOCRLabel.py --lang ch ...@@ -80,7 +104,7 @@ python3 PPOCRLabel.py --lang ch
### 导出部分识别结果 ### 导出部分识别结果
针对部分难以识别的数据,通过在识别结果的复选框中**取消勾选**相应的标记,其识别结果不会被导出。 针对部分难以识别的数据,通过在识别结果的复选框中取消勾选相应的标记,其识别结果不会被导出。
*注意:识别结果中的复选框状态仍需用户手动点击保存后才能保留* *注意:识别结果中的复选框状态仍需用户手动点击保存后才能保留*
...@@ -97,4 +121,4 @@ python3 PPOCRLabel.py --lang ch ...@@ -97,4 +121,4 @@ python3 PPOCRLabel.py --lang ch
``` ```
### 参考资料 ### 参考资料
1.[Tzutalin. LabelImg. Git code (2015)](https://github.com/tzutalin/labelImg) **1.[Tzutalin. LabelImg. Git code (2015)](https://github.com/tzutalin/labelImg)**
...@@ -4,6 +4,10 @@ PPOCRLabel is a semi-automatic graphic annotation tool suitable for OCR field. I ...@@ -4,6 +4,10 @@ PPOCRLabel is a semi-automatic graphic annotation tool suitable for OCR field. I
<img src="./data/gif/steps_en.gif" width="100%"/> <img src="./data/gif/steps_en.gif" width="100%"/>
### Recent Update
- 2020.12.18: Support re-recognition of a single label box (by [ninetailskim](https://github.com/ninetailskim) ), perfect shortcut keys.
## Installation ## Installation
### 1. Install PaddleOCR ### 1. Install PaddleOCR
...@@ -90,6 +94,25 @@ Therefore, if the recognition result has been manually changed before, it may ch ...@@ -90,6 +94,25 @@ Therefore, if the recognition result has been manually changed before, it may ch
## Explanation ## Explanation
### Shortcut keys
| Shortcut keys | Description |
| ---------------- | ------------------------------------------------ |
| Ctrl + shift + A | Automatically label all unchecked images |
| Ctrl + shift + R | Re-recognize all the labels of the current image |
| W | Create a rect box |
| Q | Create a four-points box |
| Ctrl + E | Edit label of the selected box |
| Ctrl + R | Re-recognize the selected box |
| Backspace | Delete the selected box |
| Ctrl + V | Check image |
| Ctrl + Shift + d | Delete image |
| D | Next image |
| A | Previous image |
| Ctrl++ | Zoom in |
| Ctrl-- | Zoom out |
| ↑→↓← | Move selected box |
### Built-in Model ### Built-in Model
- Default model: PPOCRLabel uses the Chinese and English ultra-lightweight OCR model in PaddleOCR by default, supports Chinese, English and number recognition, and multiple language detection. - Default model: PPOCRLabel uses the Chinese and English ultra-lightweight OCR model in PaddleOCR by default, supports Chinese, English and number recognition, and multiple language detection.
......
...@@ -48,7 +48,7 @@ class Worker(QThread): ...@@ -48,7 +48,7 @@ class Worker(QThread):
posi = res[0] posi = res[0]
strs += "Transcription: " + chars + " Probability: " + str(cond) + " Location: " + json.dumps(posi) strs += "Transcription: " + chars + " Probability: " + str(cond) + " Location: " + json.dumps(posi)
# Sending large amounts of data repeatedly through pyqtSignal may affect the program efficiency # Sending large amounts of data repeatedly through pyqtSignal may affect the program efficiency
# self.listValue.emit(strs) # It is better to remove this line self.listValue.emit(strs)
self.mainThread.result_dic = self.result_dic self.mainThread.result_dic = self.result_dic
self.mainThread.filePath = Imgpath self.mainThread.filePath = Imgpath
# 保存 # 保存
......
此差异已折叠。
...@@ -94,4 +94,5 @@ ok=确认 ...@@ -94,4 +94,5 @@ ok=确认
autolabeling=自动标注中 autolabeling=自动标注中
hideBox=隐藏所有标注 hideBox=隐藏所有标注
showBox=显示所有标注 showBox=显示所有标注
saveLabel=保存标记结果 saveLabel=保存标记结果
\ No newline at end of file singleRe=重识别此区块
\ No newline at end of file
...@@ -94,4 +94,5 @@ ok=OK ...@@ -94,4 +94,5 @@ ok=OK
autolabeling=Automatic Labeling autolabeling=Automatic Labeling
hideBox=Hide All Box hideBox=Hide All Box
showBox=Show All Box showBox=Show All Box
saveLabel=Save Label saveLabel=Save Label
\ No newline at end of file singleRe=Re-recognition RectBox
\ No newline at end of file
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