print to logger.info
|
@ -0,0 +1,80 @@
|
|||
# PPOCRLabel
|
||||
|
||||
PPOCRLabel是一款适用于OCR领域的半自动化图形标注工具,使用python3和pyqt5编写,支持矩形框标注和四点标注模式,导出格式可直接用于PPOCR检测和识别模型的训练。
|
||||
|
||||
<img src="./data/gif/steps.gif" width="100%"/>
|
||||
|
||||
## 安装
|
||||
|
||||
### 1. 安装PaddleOCR
|
||||
参考[PaddleOCR安装文档](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/installation.md)准备好PaddleOCR
|
||||
|
||||
### 2. 安装PPOCRLabel
|
||||
#### Windows + Anaconda
|
||||
|
||||
下载安装[Anaconda](https://www.anaconda.com/download/#download) (Python 3+)
|
||||
|
||||
```
|
||||
conda install pyqt=5
|
||||
cd ./PPOCRLabel # 将目录切换到PPOCRLabel文件夹下
|
||||
pyrcc5 -o libs/resources.py resources.qrc
|
||||
python PPOCRLabel.py
|
||||
```
|
||||
|
||||
#### Ubuntu Linux
|
||||
|
||||
```
|
||||
sudo apt-get install pyqt5-dev-tools
|
||||
sudo apt-get install trash-cli
|
||||
cd ./PPOCRLabel # 将目录切换到PPOCRLabel文件夹下
|
||||
sudo pip3 install -r requirements/requirements-linux-python3.txt
|
||||
make qt5py3
|
||||
python3 PPOCRLabel.py
|
||||
```
|
||||
|
||||
#### macOS
|
||||
```
|
||||
pip3 install pyqt5
|
||||
pip3 uninstall opencv-python # 由于mac版本的opencv与pyqt有冲突,需先手动卸载opencv
|
||||
pip3 install opencv-contrib-python-headless # 安装headless版本的open-cv
|
||||
cd ./PPOCRLabel # 将目录切换到PPOCRLabel文件夹下
|
||||
make qt5py3
|
||||
python3 PPOCRLabel.py
|
||||
```
|
||||
|
||||
## 使用
|
||||
|
||||
### 操作步骤
|
||||
|
||||
1. 安装与运行:使用上述命令安装与运行程序。
|
||||
2. 打开文件夹:在菜单栏点击 “文件” - "打开目录" 选择待标记图片的文件夹<sup>[1]</sup>.
|
||||
3. 自动标注:点击 ”自动标注“,使用PPOCR超轻量模型对图片文件名前图片状态<sup>[2]</sup>为 “X” 的图片进行自动标注。
|
||||
4. 手动标注:点击 “矩形标注”(推荐直接在英文模式下点击键盘中的 “W”),用户可对当前图片中模型未检出的部分进行手动绘制标记框。点击键盘P,则使用四点标注模式(或点击“编辑” - “四点标注”),用户依次点击4个点后,双击左键表示标注完成。
|
||||
5. 标记框绘制完成后,用户点击 “确认”,检测框会先被预分配一个 “待识别” 标签。
|
||||
6. 重新识别:将图片中的所有检测画绘制/调整完成后,点击 “重新识别”,PPOCR模型会对当前图片中的**所有检测框**重新识别<sup>[3]</sup>。
|
||||
7. 内容更改:双击识别结果,对不准确的识别结果进行手动更改。
|
||||
8. 保存:点击 “保存”,图片状态切换为 “√”,跳转至下一张。
|
||||
9. 删除:点击 “删除图像”,图片将会被删除至回收站。
|
||||
10. 标注结果:关闭应用程序或切换文件路径后,手动保存过的标签将会被存放在所打开图片文件夹下的*Label.txt*中。在菜单栏点击 “PaddleOCR” - "保存识别结果"后,会将此类图片的识别训练数据保存在*crop_img*文件夹下,识别标签保存在*rec_gt.txt*中<sup>[4]</sup>。
|
||||
|
||||
### 注意
|
||||
|
||||
[1] PPOCRLabel以文件夹为基本标记单位,打开待标记的图片文件夹后,不会在窗口栏中显示图片,而是在点击 "选择文件夹" 之后直接将文件夹下的图片导入到程序中。
|
||||
|
||||
[2] 图片状态表示本张图片用户是否手动保存过,未手动保存过即为 “X”,手动保存过为 “√”。点击 “自动标注”按钮后,PPOCRLabel不会对状态为 “√” 的图片重新标注。
|
||||
|
||||
[3] 点击“重新识别”后,模型会对图片中的识别结果进行覆盖。因此如果在此之前手动更改过识别结果,有可能在重新识别后产生变动。
|
||||
|
||||
[4] PPOCRLabel产生的文件包括一下几种,请勿手动更改其中内容,否则会引起程序出现异常。
|
||||
|
||||
| 文件名 | 说明 |
|
||||
| :-----------: | :----------------------------------------------------------: |
|
||||
| Label.txt | 检测标签,可直接用于PPOCR检测模型训练。用户每保存10张检测结果后,程序会进行自动写入。当用户关闭应用程序或切换文件路径后同样会进行写入。 |
|
||||
| fileState.txt | 图片状态标记文件,保存当前文件夹下已经被用户手动确认过的图片名称。 |
|
||||
| Cache.cach | 缓存文件,保存模型自动识别的结果。 |
|
||||
| rec_gt.txt | 识别标签。可直接用于PPOCR识别模型训练。需用户手动点击菜单栏“PaddleOCR” - "保存识别结果"后产生。 |
|
||||
| crop_img | 识别数据。按照检测框切割后的图片。与rec_gt.txt同时产生。 |
|
||||
|
||||
### 参考资料
|
||||
|
||||
1.[Tzutalin. LabelImg. Git code (2015)](https://github.com/tzutalin/labelImg)
|
|
@ -0,0 +1,97 @@
|
|||
# PPOCRLabel
|
||||
|
||||
PPOCRLabel is a semi-automatic graphic annotation tool suitable for OCR field. It is written in python3 and pyqt5. Support rectangular frame labeling and four-point labeling mode. Annotations can be directly used for the training of PPOCR detection and recognition models.
|
||||
|
||||
<img src="./data/gif/steps.gif" width="100%"/>
|
||||
|
||||
## Installation
|
||||
|
||||
### 1. Install PaddleOCR
|
||||
|
||||
Refer to [PaddleOCR installation document](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/installation.md) to prepare PaddleOCR
|
||||
|
||||
### 2. Install PPOCRLabel
|
||||
|
||||
#### Windows + Anaconda
|
||||
|
||||
Download and install [Anaconda](https://www.anaconda.com/download/#download) (Python 3+)
|
||||
|
||||
```
|
||||
conda install pyqt=5
|
||||
cd ./PPOCRLabel # Change the directory to the PPOCRLabel folder
|
||||
pyrcc5 -o libs/resources.py resources.qrc
|
||||
python PPOCRLabel.py --lang en
|
||||
```
|
||||
|
||||
#### Ubuntu Linux
|
||||
|
||||
```
|
||||
sudo apt-get install pyqt5-dev-tools
|
||||
sudo apt-get install trash-cli
|
||||
cd ./PPOCRLabel # Change the directory to the PPOCRLabel folder
|
||||
sudo pip3 install -r requirements/requirements-linux-python3.txt
|
||||
make qt5py3
|
||||
python3 PPOCRLabel.py --lang en
|
||||
```
|
||||
|
||||
#### macOS
|
||||
```
|
||||
pip3 install pyqt5
|
||||
pip3 uninstall opencv-python # Uninstall opencv manually as it conflicts with pyqt
|
||||
pip3 install opencv-contrib-python-headless # Install the headless version of opencv
|
||||
cd ./PPOCRLabel # Change the directory to the PPOCRLabel folder
|
||||
make qt5py3
|
||||
python3 PPOCRLabel.py --lang en
|
||||
```
|
||||
|
||||
## Usage
|
||||
|
||||
### Steps
|
||||
|
||||
1. Build and launch using the instructions above.
|
||||
|
||||
2. Click 'Open Dir' in Menu/File to select the folder of the picture.<sup>[1]</sup>
|
||||
|
||||
3. Click 'Auto recognition', use PPOCR model to automatically annotate images which marked with 'X' <sup>[2]</sup>before the file name.
|
||||
|
||||
4. Create Box:
|
||||
|
||||
4.1 Click 'Create RectBox' or press 'W' in English keyboard mode to draw a new rectangle detection box. Click and release left mouse to select a region to annotate the text area.
|
||||
|
||||
4.2 Press 'P' to enter four-point labeling mode which enables you to create any four-point shape by clicking four points with the left mouse button in succession and DOUBLE CLICK the left mouse as the signal of labeling completion.
|
||||
|
||||
5. After the marking frame is drawn, the user clicks "OK", and the detection frame will be pre-assigned a "TEMPORARY" label.
|
||||
|
||||
6. Click 're-Recognition', model will rewrite ALL recognition results in ALL detection box<sup>[3]</sup>.
|
||||
|
||||
7. Double click the result in 'recognition result' list to manually change inaccurate recognition results.
|
||||
|
||||
8. Click "Save", the image status will switch to "√",then the program automatically jump to the next.
|
||||
|
||||
9. Click "Delete Image" and the image will be deleted to the recycle bin.
|
||||
|
||||
10. Labeling result: After closing the application or switching the file path, the manually saved label will be stored in *Label.txt* under the opened picture folder.
|
||||
Click "PaddleOCR"-"Save Recognition Results" in the menu bar, the recognition training data of such pictures will be saved in the *crop_img* folder, and the recognition label will be saved in *rec_gt.txt*<sup>[4]</sup>.
|
||||
|
||||
### Note
|
||||
|
||||
[1] PPOCRLabel uses the opened folder as the project. After opening the image folder, the picture will not be displayed in the dialog. Instead, the pictures under the folder will be directly imported into the program after clicking "Open Dir".
|
||||
|
||||
[2] The image status indicates whether the user has saved the image manually. If it has not been saved manually it is "X", otherwise it is "√", PPOCRLabel will not relabel pictures with a status of "√".
|
||||
|
||||
[3] After clicking "Re-recognize", the model will overwrite ALL recognition results in the picture.
|
||||
Therefore, if the recognition result has been manually changed before, it may change after re-recognition.
|
||||
|
||||
[4] The files produced by PPOCRLabel include the following, please do not manually change the contents, otherwise it will cause the program to be abnormal.
|
||||
|
||||
| File name | Description |
|
||||
| :-----------: | :----------------------------------------------------------: |
|
||||
| Label.txt | The detection label file can be directly used for PPOCR detection model training. After the user saves 10 label results, the file will be automatically saved. It will also be written when the user closes the application or changes the file folder. |
|
||||
| fileState.txt | The picture status file save the image in the current folder that has been manually confirmed by the user. |
|
||||
| Cache.cach | Cache files to save the results of model recognition. |
|
||||
| rec_gt.txt | The recognition label file, which can be directly used for PPOCR identification model training, is generated after the user clicks on the menu bar "PaddleOCR"-"Save recognition result". |
|
||||
| crop_img | The recognition data, generated at the same time with *rec_gt.txt* |
|
||||
|
||||
## Related
|
||||
|
||||
1.[Tzutalin. LabelImg. Git code (2015)](https://github.com/tzutalin/labelImg)
|
|
@ -0,0 +1,12 @@
|
|||
*.spec
|
||||
build
|
||||
dist
|
||||
pyinstaller
|
||||
python-2.*
|
||||
pywin32*
|
||||
virtual-wine
|
||||
venv_wine
|
||||
PyQt4-*
|
||||
lxml-*
|
||||
windows_v*
|
||||
linux_v*
|
|
@ -0,0 +1,35 @@
|
|||
### Deploy to PyPI
|
||||
|
||||
```
|
||||
cd [ROOT]
|
||||
sh build-tools/build-for-pypi.sh
|
||||
```
|
||||
|
||||
### Build for Ubuntu
|
||||
|
||||
```
|
||||
cd build-tools
|
||||
sh run-in-container.sh
|
||||
sh envsetup.sh
|
||||
sh build-ubuntu-binary.sh
|
||||
```
|
||||
|
||||
### Build for Windows
|
||||
|
||||
```
|
||||
cd build-tools
|
||||
sh run-in-container.sh
|
||||
sh envsetup.sh
|
||||
sh build-windows-binary.sh
|
||||
```
|
||||
|
||||
### Build for macOS High Sierra
|
||||
```
|
||||
cd build-tools
|
||||
./build-for-macos.sh
|
||||
```
|
||||
|
||||
Note: If there are some problems, try to
|
||||
```
|
||||
sudo rm -rf virtual-wne venv_wine
|
||||
```
|
|
@ -0,0 +1,30 @@
|
|||
#!/bin/sh
|
||||
|
||||
brew install python@2
|
||||
pip install --upgrade virtualenv
|
||||
|
||||
# clone labelimg source
|
||||
rm -rf /tmp/labelImgSetup
|
||||
mkdir /tmp/labelImgSetup
|
||||
cd /tmp/labelImgSetup
|
||||
curl https://codeload.github.com/tzutalin/labelImg/zip/master --output labelImg.zip
|
||||
unzip labelImg.zip
|
||||
rm labelImg.zip
|
||||
|
||||
# setup python3 space
|
||||
virtualenv --system-site-packages -p python3 /tmp/labelImgSetup/labelImg-py3
|
||||
source /tmp/labelImgSetup/labelImg-py3/bin/activate
|
||||
cd labelImg-master
|
||||
|
||||
# build labelImg app
|
||||
pip install py2app
|
||||
pip install PyQt5 lxml
|
||||
make qt5py3
|
||||
rm -rf build dist
|
||||
python setup.py py2app -A
|
||||
mv "/tmp/labelImgSetup/labelImg-master/dist/labelImg.app" /Applications
|
||||
# deactivate python3
|
||||
deactivate
|
||||
cd ../
|
||||
rm -rf /tmp/labelImgSetup
|
||||
echo 'DONE'
|
|
@ -0,0 +1,17 @@
|
|||
#!/bin/sh
|
||||
# Packaging and Release
|
||||
docker run --workdir=$(pwd)/ --volume="/home/$USER:/home/$USER" tzutalin/py2qt4 /bin/sh -c 'make qt4py2; make test;sudo python setup.py sdist;sudo python setup.py install'
|
||||
|
||||
while true; do
|
||||
read -p "Do you wish to deploy this to PyPI(twine upload dist/* or pip install dist/*)?" yn
|
||||
case $yn in
|
||||
[Yy]* ) docker run -it --rm --workdir=$(pwd)/ --volume="/home/$USER:/home/$USER" tzutalin/py2qt4; break;;
|
||||
[Nn]* ) exit;;
|
||||
* ) echo "Please answer yes or no.";;
|
||||
esac
|
||||
done
|
||||
# python setup.py register
|
||||
# python setup.py sdist upload
|
||||
# Net pypi: twine upload dist/*
|
||||
|
||||
# Test before upladoing: pip install dist/labelImg.tar.gz
|
|
@ -0,0 +1,24 @@
|
|||
#!/bin/bash
|
||||
### Ubuntu use pyinstall v3.0
|
||||
THIS_SCRIPT_PATH=`readlink -f $0`
|
||||
THIS_SCRIPT_DIR=`dirname ${THIS_SCRIPT_PATH}`
|
||||
cd pyinstaller
|
||||
git checkout v3.2
|
||||
cd ${THIS_SCRIPT_DIR}
|
||||
|
||||
rm -r build
|
||||
rm -r dist
|
||||
rm labelImg.spec
|
||||
python pyinstaller/pyinstaller.py --hidden-import=xml \
|
||||
--hidden-import=xml.etree \
|
||||
--hidden-import=xml.etree.ElementTree \
|
||||
--hidden-import=lxml.etree \
|
||||
-D -F -n labelImg -c "../labelImg.py" -p ../libs -p ../
|
||||
|
||||
FOLDER=$(git describe --abbrev=0 --tags)
|
||||
FOLDER="linux_"$FOLDER
|
||||
rm -rf "$FOLDER"
|
||||
mkdir "$FOLDER"
|
||||
cp dist/labelImg $FOLDER
|
||||
cp -rf ../data $FOLDER/data
|
||||
zip "$FOLDER.zip" -r $FOLDER
|
|
@ -0,0 +1,32 @@
|
|||
#!/bin/bash
|
||||
### Window requires pyinstall v2.1
|
||||
wine msiexec -i python-2.7.8.msi
|
||||
wine pywin32-218.win32-py2.7.exe
|
||||
wine PyQt4-4.11.4-gpl-Py2.7-Qt4.8.7-x32.exe
|
||||
wine lxml-3.7.3.win32-py2.7.exe
|
||||
|
||||
THIS_SCRIPT_PATH=`readlink -f $0`
|
||||
THIS_SCRIPT_DIR=`dirname ${THIS_SCRIPT_PATH}`
|
||||
cd pyinstaller
|
||||
git checkout v2.1
|
||||
cd ${THIS_SCRIPT_DIR}
|
||||
echo ${THIS_SCRIPT_DIR}
|
||||
|
||||
#. venv_wine/bin/activate
|
||||
rm -r build
|
||||
rm -r dist
|
||||
rm labelImg.spec
|
||||
|
||||
wine c:/Python27/python.exe pyinstaller/pyinstaller.py --hidden-import=xml \
|
||||
--hidden-import=xml.etree \
|
||||
--hidden-import=xml.etree.ElementTree \
|
||||
--hidden-import=lxml.etree \
|
||||
-D -F -n labelImg -c "../labelImg.py" -p ../libs -p ../
|
||||
|
||||
FOLDER=$(git describe --abbrev=0 --tags)
|
||||
FOLDER="windows_"$FOLDER
|
||||
rm -rf "$FOLDER"
|
||||
mkdir "$FOLDER"
|
||||
cp dist/labelImg.exe $FOLDER
|
||||
cp -rf ../data $FOLDER/data
|
||||
zip "$FOLDER.zip" -r $FOLDER
|
|
@ -0,0 +1,53 @@
|
|||
#!/bin/sh
|
||||
|
||||
THIS_SCRIPT_PATH=`readlink -f $0`
|
||||
THIS_SCRIPT_DIR=`dirname ${THIS_SCRIPT_PATH}`
|
||||
#OS Ubuntu 14.04
|
||||
### Common packages for linux/windows
|
||||
if [ ! -e "pyinstaller" ]; then
|
||||
git clone https://github.com/pyinstaller/pyinstaller
|
||||
cd pyinstaller
|
||||
git checkout v2.1 -b v2.1
|
||||
cd ${THIS_SCRIPT_DIR}
|
||||
fi
|
||||
|
||||
echo "Going to clone and download packages for building windows"
|
||||
#Pacakges
|
||||
#> pyinstaller (2.1)
|
||||
#> wine (1.6.2)
|
||||
#> virtual-wine (0.1)
|
||||
#> python-2.7.8.msi
|
||||
#> pywin32-218.win32-py2.7.exe
|
||||
|
||||
## tool to install on Ubuntu
|
||||
#$ sudo apt-get install wine
|
||||
|
||||
### Clone a repo to create virtual wine env
|
||||
if [ ! -e "virtual-wine" ]; then
|
||||
git clone https://github.com/htgoebel/virtual-wine.git
|
||||
fi
|
||||
|
||||
apt-get install scons
|
||||
### Create virtual env
|
||||
rm -rf venv_wine
|
||||
./virtual-wine/vwine-setup venv_wine
|
||||
#### Active virutal env
|
||||
. venv_wine/bin/activate
|
||||
|
||||
### Use wine to install packages to virtual env
|
||||
if [ ! -e "python-2.7.8.msi" ]; then
|
||||
wget "https://www.python.org/ftp/python/2.7.8/python-2.7.8.msi"
|
||||
fi
|
||||
|
||||
if [ ! -e "pywin32-218.win32-py2.7.exe" ]; then
|
||||
wget "http://nchc.dl.sourceforge.net/project/pywin32/pywin32/Build%20218/pywin32-218.win32-py2.7.exe"
|
||||
fi
|
||||
|
||||
if [ ! -e "PyQt4-4.11.4-gpl-Py2.7-Qt4.8.7-x32.exe" ]; then
|
||||
wget "http://nchc.dl.sourceforge.net/project/pyqt/PyQt4/PyQt-4.11.4/PyQt4-4.11.4-gpl-Py2.7-Qt4.8.7-x32.exe"
|
||||
fi
|
||||
|
||||
if [ ! -e "lxml-3.7.3.win32-py2.7.exe" ]; then
|
||||
wget "https://pypi.python.org/packages/a3/f6/a28c5cf63873f6c55a3eb7857b736379229b85ba918261d2e88cf886905e/lxml-3.7.3.win32-py2.7.exe#md5=a0f746355876aca4ca5371cb0f1d13ce"
|
||||
fi
|
||||
|
|
@ -0,0 +1,13 @@
|
|||
#!/bin/sh
|
||||
docker run -it \
|
||||
--user $(id -u) \
|
||||
-e DISPLAY=unix$DISPLAY \
|
||||
--workdir=$(pwd) \
|
||||
--volume="/home/$USER:/home/$USER" \
|
||||
--volume="/etc/group:/etc/group:ro" \
|
||||
--volume="/etc/passwd:/etc/passwd:ro" \
|
||||
--volume="/etc/shadow:/etc/shadow:ro" \
|
||||
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
|
||||
-v /tmp/.X11-unix:/tmp/.X11-unix \
|
||||
tzutalin/py2qt4
|
||||
|
|
@ -0,0 +1,46 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
|
||||
import sys
|
||||
try:
|
||||
from PyQt5.QtWidgets import QWidget, QHBoxLayout, QComboBox
|
||||
except ImportError:
|
||||
# needed for py3+qt4
|
||||
# Ref:
|
||||
# http://pyqt.sourceforge.net/Docs/PyQt4/incompatible_apis.html
|
||||
# http://stackoverflow.com/questions/21217399/pyqt4-qtcore-qvariant-object-instead-of-a-string
|
||||
if sys.version_info.major >= 3:
|
||||
import sip
|
||||
sip.setapi('QVariant', 2)
|
||||
from PyQt4.QtGui import QWidget, QHBoxLayout, QComboBox
|
||||
|
||||
|
||||
class ComboBox(QWidget):
|
||||
def __init__(self, parent=None, items=[]):
|
||||
super(ComboBox, self).__init__(parent)
|
||||
|
||||
layout = QHBoxLayout()
|
||||
self.cb = QComboBox()
|
||||
self.items = items
|
||||
self.cb.addItems(self.items)
|
||||
|
||||
self.cb.currentIndexChanged.connect(parent.comboSelectionChanged)
|
||||
|
||||
layout.addWidget(self.cb)
|
||||
self.setLayout(layout)
|
||||
|
||||
def update_items(self, items):
|
||||
self.items = items
|
||||
|
||||
self.cb.clear()
|
||||
self.cb.addItems(self.items)
|
After Width: | Height: | Size: 2.4 MiB |
After Width: | Height: | Size: 6.4 KiB |
|
@ -0,0 +1,2 @@
|
|||
__version_info__ = ('1', '0', '0')
|
||||
__version__ = '.'.join(__version_info__)
|
|
@ -0,0 +1,150 @@
|
|||
try:
|
||||
from PyQt5.QtGui import *
|
||||
from PyQt5.QtCore import *
|
||||
from PyQt5.QtWidgets import *
|
||||
except ImportError:
|
||||
from PyQt4.QtGui import *
|
||||
from PyQt4.QtCore import *
|
||||
|
||||
import json
|
||||
|
||||
from libs.utils import newIcon
|
||||
|
||||
BB = QDialogButtonBox
|
||||
|
||||
|
||||
class Worker(QThread):
|
||||
progressBarValue = pyqtSignal(int)
|
||||
listValue = pyqtSignal(str)
|
||||
endsignal = pyqtSignal(int, str)
|
||||
handle = 0
|
||||
|
||||
def __init__(self, ocr, mImgList, mainThread, model):
|
||||
super(Worker, self).__init__()
|
||||
self.ocr = ocr
|
||||
self.mImgList = mImgList
|
||||
self.mainThread = mainThread
|
||||
self.model = model
|
||||
|
||||
def run(self):
|
||||
try:
|
||||
findex = 0
|
||||
for Imgpath in self.mImgList:
|
||||
if self.handle == 0:
|
||||
self.listValue.emit(Imgpath)
|
||||
if self.model == 'paddle':
|
||||
self.result_dic = self.ocr.ocr(Imgpath, cls=True, det=True)
|
||||
|
||||
# 结果保存
|
||||
if self.result_dic is None or len(self.result_dic) == 0:
|
||||
print('Can not recognise file is : ', Imgpath)
|
||||
pass
|
||||
else:
|
||||
for res in self.result_dic:
|
||||
chars = res[1][0]
|
||||
cond = res[1][1]
|
||||
posi = res[0]
|
||||
self.listValue.emit("文字:" + chars + " 置信度:" + str(cond) + " 坐标:" + json.dumps(posi))
|
||||
self.mainThread.result_dic = self.result_dic
|
||||
self.mainThread.filePath = Imgpath
|
||||
# 保存
|
||||
self.mainThread.saveFile(mode='Auto')
|
||||
findex += 1
|
||||
self.progressBarValue.emit(findex)
|
||||
else:
|
||||
break
|
||||
self.endsignal.emit(0, "readAll")
|
||||
self.exec()
|
||||
except Exception as e:
|
||||
print(e)
|
||||
raise
|
||||
|
||||
|
||||
class AutoDialog(QDialog):
|
||||
|
||||
def __init__(self, text="Enter object label", parent=None, ocr=None, mImgList=None, lenbar=0):
|
||||
super(AutoDialog, self).__init__(parent)
|
||||
self.setFixedWidth(1000)
|
||||
self.parent = parent
|
||||
self.ocr = ocr
|
||||
self.mImgList = mImgList
|
||||
self.pb = QProgressBar()
|
||||
self.pb.setRange(0, lenbar)
|
||||
self.pb.setValue(0)
|
||||
|
||||
layout = QVBoxLayout()
|
||||
layout.addWidget(self.pb)
|
||||
self.model = 'paddle'
|
||||
self.listWidget = QListWidget(self)
|
||||
layout.addWidget(self.listWidget)
|
||||
|
||||
self.buttonBox = bb = BB(BB.Ok | BB.Cancel, Qt.Horizontal, self)
|
||||
bb.button(BB.Ok).setIcon(newIcon('done'))
|
||||
bb.button(BB.Cancel).setIcon(newIcon('undo'))
|
||||
bb.accepted.connect(self.validate)
|
||||
bb.rejected.connect(self.reject)
|
||||
layout.addWidget(bb)
|
||||
bb.button(BB.Ok).setEnabled(False)
|
||||
|
||||
self.setLayout(layout)
|
||||
self.setWindowTitle("自动标注中")
|
||||
self.setWindowModality(Qt.ApplicationModal)
|
||||
|
||||
# self.setWindowFlags(Qt.WindowCloseButtonHint)
|
||||
|
||||
self.thread_1 = Worker(self.ocr, self.mImgList, self.parent, 'paddle')
|
||||
self.thread_1.progressBarValue.connect(self.handleProgressBarSingal)
|
||||
self.thread_1.listValue.connect(self.handleListWidgetSingal)
|
||||
self.thread_1.endsignal.connect(self.handleEndsignalSignal)
|
||||
|
||||
def handleProgressBarSingal(self, i):
|
||||
self.pb.setValue(i)
|
||||
|
||||
def handleListWidgetSingal(self, i):
|
||||
self.listWidget.addItem(i)
|
||||
titem = self.listWidget.item(self.listWidget.count() - 1)
|
||||
self.listWidget.scrollToItem(titem)
|
||||
|
||||
def handleEndsignalSignal(self, i, str):
|
||||
if i == 0 and str == "readAll":
|
||||
self.buttonBox.button(BB.Ok).setEnabled(True)
|
||||
self.buttonBox.button(BB.Cancel).setEnabled(False)
|
||||
|
||||
def reject(self):
|
||||
print("reject")
|
||||
self.thread_1.handle = -1
|
||||
self.thread_1.quit()
|
||||
# del self.thread_1
|
||||
# if self.thread_1.isRunning():
|
||||
# self.thread_1.terminate()
|
||||
# self.thread_1.quit()
|
||||
# super(AutoDialog,self).reject()
|
||||
while not self.thread_1.isFinished():
|
||||
pass
|
||||
self.accept()
|
||||
|
||||
def validate(self):
|
||||
self.accept()
|
||||
|
||||
def postProcess(self):
|
||||
try:
|
||||
self.edit.setText(self.edit.text().trimmed())
|
||||
# print(self.edit.text())
|
||||
except AttributeError:
|
||||
# PyQt5: AttributeError: 'str' object has no attribute 'trimmed'
|
||||
self.edit.setText(self.edit.text())
|
||||
print(self.edit.text())
|
||||
|
||||
def popUp(self):
|
||||
self.thread_1.start()
|
||||
return 1 if self.exec_() else None
|
||||
|
||||
def closeEvent(self, event):
|
||||
print("???")
|
||||
# if self.thread_1.isRunning():
|
||||
# self.thread_1.quit()
|
||||
#
|
||||
# # self._thread.terminate()
|
||||
# # del self.thread_1
|
||||
# super(AutoDialog, self).closeEvent(event)
|
||||
self.reject()
|
|
@ -0,0 +1,798 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
|
||||
try:
|
||||
from PyQt5.QtGui import *
|
||||
from PyQt5.QtCore import *
|
||||
from PyQt5.QtWidgets import *
|
||||
except ImportError:
|
||||
from PyQt4.QtGui import *
|
||||
from PyQt4.QtCore import *
|
||||
|
||||
#from PyQt4.QtOpenGL import *
|
||||
|
||||
from libs.shape import Shape
|
||||
from libs.utils import distance
|
||||
|
||||
CURSOR_DEFAULT = Qt.ArrowCursor
|
||||
CURSOR_POINT = Qt.PointingHandCursor
|
||||
CURSOR_DRAW = Qt.CrossCursor
|
||||
CURSOR_MOVE = Qt.ClosedHandCursor
|
||||
CURSOR_GRAB = Qt.OpenHandCursor
|
||||
|
||||
# class Canvas(QGLWidget):
|
||||
|
||||
|
||||
class Canvas(QWidget):
|
||||
zoomRequest = pyqtSignal(int)
|
||||
scrollRequest = pyqtSignal(int, int)
|
||||
newShape = pyqtSignal()
|
||||
selectionChanged = pyqtSignal(bool)
|
||||
shapeMoved = pyqtSignal()
|
||||
drawingPolygon = pyqtSignal(bool)
|
||||
|
||||
CREATE, EDIT = list(range(2))
|
||||
_fill_drawing = False # draw shadows
|
||||
|
||||
epsilon = 11.0
|
||||
|
||||
def __init__(self, *args, **kwargs):
|
||||
super(Canvas, self).__init__(*args, **kwargs)
|
||||
# Initialise local state.
|
||||
self.mode = self.EDIT
|
||||
self.shapes = []
|
||||
self.current = None
|
||||
self.selectedShape = None # save the selected shape here
|
||||
self.selectedShapeCopy = None
|
||||
self.drawingLineColor = QColor(0, 0, 255)
|
||||
self.drawingRectColor = QColor(0, 0, 255)
|
||||
self.line = Shape(line_color=self.drawingLineColor)
|
||||
self.prevPoint = QPointF()
|
||||
self.offsets = QPointF(), QPointF()
|
||||
self.scale = 1.0
|
||||
self.pixmap = QPixmap()
|
||||
self.visible = {}
|
||||
self._hideBackround = False
|
||||
self.hideBackround = False
|
||||
self.hShape = None
|
||||
self.hVertex = None
|
||||
self._painter = QPainter()
|
||||
self._cursor = CURSOR_DEFAULT
|
||||
# Menus:
|
||||
self.menus = (QMenu(), QMenu())
|
||||
# Set widget options.
|
||||
self.setMouseTracking(True)
|
||||
self.setFocusPolicy(Qt.WheelFocus)
|
||||
self.verified = False
|
||||
self.drawSquare = False
|
||||
self.fourpoint = True # ADD
|
||||
self.pointnum = 0
|
||||
|
||||
#initialisation for panning
|
||||
self.pan_initial_pos = QPoint()
|
||||
|
||||
def setDrawingColor(self, qColor):
|
||||
self.drawingLineColor = qColor
|
||||
self.drawingRectColor = qColor
|
||||
|
||||
def enterEvent(self, ev):
|
||||
self.overrideCursor(self._cursor)
|
||||
|
||||
def leaveEvent(self, ev):
|
||||
self.restoreCursor()
|
||||
|
||||
def focusOutEvent(self, ev):
|
||||
self.restoreCursor()
|
||||
|
||||
def isVisible(self, shape):
|
||||
return self.visible.get(shape, True)
|
||||
|
||||
def drawing(self):
|
||||
return self.mode == self.CREATE
|
||||
|
||||
def editing(self):
|
||||
return self.mode == self.EDIT
|
||||
|
||||
def setEditing(self, value=True):
|
||||
self.mode = self.EDIT if value else self.CREATE
|
||||
if not value: # Create
|
||||
self.unHighlight()
|
||||
self.deSelectShape()
|
||||
self.prevPoint = QPointF()
|
||||
self.repaint()
|
||||
|
||||
def unHighlight(self):
|
||||
if self.hShape:
|
||||
self.hShape.highlightClear()
|
||||
self.hVertex = self.hShape = None
|
||||
|
||||
def selectedVertex(self):
|
||||
return self.hVertex is not None
|
||||
|
||||
|
||||
def mouseMoveEvent(self, ev):
|
||||
"""Update line with last point and current coordinates."""
|
||||
pos = self.transformPos(ev.pos())
|
||||
|
||||
# Update coordinates in status bar if image is opened
|
||||
window = self.parent().window()
|
||||
if window.filePath is not None:
|
||||
self.parent().window().labelCoordinates.setText(
|
||||
'X: %d; Y: %d' % (pos.x(), pos.y()))
|
||||
|
||||
# Polygon drawing.
|
||||
if self.drawing():
|
||||
self.overrideCursor(CURSOR_DRAW) # ?
|
||||
if self.current:
|
||||
# Display annotation width and height while drawing
|
||||
currentWidth = abs(self.current[0].x() - pos.x())
|
||||
currentHeight = abs(self.current[0].y() - pos.y())
|
||||
self.parent().window().labelCoordinates.setText(
|
||||
'Width: %d, Height: %d / X: %d; Y: %d' % (currentWidth, currentHeight, pos.x(), pos.y()))
|
||||
|
||||
color = self.drawingLineColor
|
||||
if self.outOfPixmap(pos):
|
||||
# Don't allow the user to draw outside the pixmap.
|
||||
# Clip the coordinates to 0 or max,
|
||||
# if they are outside the range [0, max]
|
||||
size = self.pixmap.size()
|
||||
clipped_x = min(max(0, pos.x()), size.width())
|
||||
clipped_y = min(max(0, pos.y()), size.height())
|
||||
pos = QPointF(clipped_x, clipped_y)
|
||||
elif len(self.current) > 1 and self.closeEnough(pos, self.current[0]) and not self.fourpoint:
|
||||
# Attract line to starting point and colorise to alert the
|
||||
# user:
|
||||
pos = self.current[0]
|
||||
color = self.current.line_color
|
||||
self.overrideCursor(CURSOR_POINT)
|
||||
self.current.highlightVertex(0, Shape.NEAR_VERTEX)
|
||||
elif ( # ADD
|
||||
len(self.current) > 1
|
||||
and self.fourpoint
|
||||
and self.closeEnough(pos, self.current[0])
|
||||
):
|
||||
# Attract line to starting point and
|
||||
# colorise to alert the user.
|
||||
pos = self.current[0]
|
||||
self.overrideCursor(CURSOR_POINT)
|
||||
self.current.highlightVertex(0, Shape.NEAR_VERTEX)
|
||||
|
||||
|
||||
if self.drawSquare:
|
||||
initPos = self.current[0]
|
||||
minX = initPos.x()
|
||||
minY = initPos.y()
|
||||
min_size = min(abs(pos.x() - minX), abs(pos.y() - minY))
|
||||
directionX = -1 if pos.x() - minX < 0 else 1
|
||||
directionY = -1 if pos.y() - minY < 0 else 1
|
||||
self.line[1] = QPointF(minX + directionX * min_size, minY + directionY * min_size)
|
||||
|
||||
elif self.fourpoint:
|
||||
# self.line[self.pointnum] = pos # OLD
|
||||
|
||||
self.line[0] = self.current[-1]
|
||||
self.line[1] = pos
|
||||
|
||||
else:
|
||||
self.line[1] = pos # pos is the mouse's current position
|
||||
|
||||
self.line.line_color = color
|
||||
self.prevPoint = QPointF() # ?
|
||||
self.current.highlightClear()
|
||||
else:
|
||||
self.prevPoint = pos
|
||||
self.repaint()
|
||||
return
|
||||
|
||||
# Polygon copy moving.
|
||||
if Qt.RightButton & ev.buttons():
|
||||
if self.selectedShapeCopy and self.prevPoint:
|
||||
self.overrideCursor(CURSOR_MOVE)
|
||||
self.boundedMoveShape(self.selectedShapeCopy, pos)
|
||||
self.repaint()
|
||||
elif self.selectedShape:
|
||||
self.selectedShapeCopy = self.selectedShape.copy()
|
||||
self.repaint()
|
||||
return
|
||||
|
||||
# Polygon/Vertex moving.
|
||||
if Qt.LeftButton & ev.buttons():
|
||||
if self.selectedVertex():
|
||||
self.boundedMoveVertex(pos)
|
||||
self.shapeMoved.emit()
|
||||
self.repaint()
|
||||
elif self.selectedShape and self.prevPoint:
|
||||
self.overrideCursor(CURSOR_MOVE)
|
||||
self.boundedMoveShape(self.selectedShape, pos)
|
||||
self.shapeMoved.emit()
|
||||
self.repaint()
|
||||
else:
|
||||
#pan
|
||||
delta_x = pos.x() - self.pan_initial_pos.x()
|
||||
delta_y = pos.y() - self.pan_initial_pos.y()
|
||||
self.scrollRequest.emit(delta_x, Qt.Horizontal)
|
||||
self.scrollRequest.emit(delta_y, Qt.Vertical)
|
||||
self.update()
|
||||
return
|
||||
|
||||
# Just hovering over the canvas, 2 posibilities:
|
||||
# - Highlight shapes
|
||||
# - Highlight vertex
|
||||
# Update shape/vertex fill and tooltip value accordingly.
|
||||
self.setToolTip("Image")
|
||||
for shape in reversed([s for s in self.shapes if self.isVisible(s)]):
|
||||
# Look for a nearby vertex to highlight. If that fails,
|
||||
# check if we happen to be inside a shape.
|
||||
index = shape.nearestVertex(pos, self.epsilon)
|
||||
if index is not None:
|
||||
if self.selectedVertex():
|
||||
self.hShape.highlightClear()
|
||||
self.hVertex, self.hShape = index, shape
|
||||
shape.highlightVertex(index, shape.MOVE_VERTEX)
|
||||
self.overrideCursor(CURSOR_POINT)
|
||||
self.setToolTip("Click & drag to move point")
|
||||
self.setStatusTip(self.toolTip())
|
||||
self.update()
|
||||
break
|
||||
elif shape.containsPoint(pos):
|
||||
if self.selectedVertex():
|
||||
self.hShape.highlightClear()
|
||||
self.hVertex, self.hShape = None, shape
|
||||
self.setToolTip(
|
||||
"Click & drag to move shape '%s'" % shape.label)
|
||||
self.setStatusTip(self.toolTip())
|
||||
self.overrideCursor(CURSOR_GRAB)
|
||||
self.update()
|
||||
break
|
||||
else: # Nothing found, clear highlights, reset state.
|
||||
if self.hShape:
|
||||
self.hShape.highlightClear()
|
||||
self.update()
|
||||
self.hVertex, self.hShape = None, None
|
||||
self.overrideCursor(CURSOR_DEFAULT)
|
||||
|
||||
def mousePressEvent(self, ev):
|
||||
pos = self.transformPos(ev.pos())
|
||||
|
||||
if ev.button() == Qt.LeftButton:
|
||||
if self.drawing():
|
||||
# self.handleDrawing(pos) # OLD
|
||||
|
||||
|
||||
if self.current and self.fourpoint: # ADD IF
|
||||
# Add point to existing shape.
|
||||
print('Adding points in mousePressEvent is ', self.line[1])
|
||||
self.current.addPoint(self.line[1])
|
||||
self.line[0] = self.current[-1]
|
||||
if self.current.isClosed():
|
||||
# print('1111')
|
||||
self.finalise()
|
||||
elif not self.outOfPixmap(pos):
|
||||
# Create new shape.
|
||||
self.current = Shape()# self.current = Shape(shape_type=self.createMode)
|
||||
self.current.addPoint(pos)
|
||||
# if self.createMode == "point":
|
||||
# self.finalise()
|
||||
# else:
|
||||
# if self.createMode == "circle":
|
||||
# self.current.shape_type = "circle"
|
||||
self.line.points = [pos, pos]
|
||||
self.setHiding()
|
||||
self.drawingPolygon.emit(True)
|
||||
self.update()
|
||||
|
||||
|
||||
else:
|
||||
selection = self.selectShapePoint(pos)
|
||||
self.prevPoint = pos
|
||||
|
||||
if selection is None:
|
||||
#pan
|
||||
QApplication.setOverrideCursor(QCursor(Qt.OpenHandCursor))
|
||||
self.pan_initial_pos = pos
|
||||
|
||||
elif ev.button() == Qt.RightButton and self.editing():
|
||||
self.selectShapePoint(pos)
|
||||
self.prevPoint = pos
|
||||
self.update()
|
||||
|
||||
def mouseReleaseEvent(self, ev):
|
||||
if ev.button() == Qt.RightButton:
|
||||
menu = self.menus[bool(self.selectedShapeCopy)]
|
||||
self.restoreCursor()
|
||||
if not menu.exec_(self.mapToGlobal(ev.pos()))\
|
||||
and self.selectedShapeCopy:
|
||||
# Cancel the move by deleting the shadow copy.
|
||||
self.selectedShapeCopy = None
|
||||
self.repaint()
|
||||
elif ev.button() == Qt.LeftButton and self.selectedShape: # OLD
|
||||
if self.selectedVertex():
|
||||
self.overrideCursor(CURSOR_POINT)
|
||||
else:
|
||||
self.overrideCursor(CURSOR_GRAB)
|
||||
|
||||
|
||||
elif ev.button() == Qt.LeftButton and not self.fourpoint:
|
||||
pos = self.transformPos(ev.pos())
|
||||
if self.drawing():
|
||||
self.handleDrawing(pos)
|
||||
else:
|
||||
#pan
|
||||
QApplication.restoreOverrideCursor() # ?
|
||||
|
||||
|
||||
def endMove(self, copy=False):
|
||||
assert self.selectedShape and self.selectedShapeCopy
|
||||
shape = self.selectedShapeCopy
|
||||
#del shape.fill_color
|
||||
#del shape.line_color
|
||||
if copy:
|
||||
self.shapes.append(shape)
|
||||
self.selectedShape.selected = False
|
||||
self.selectedShape = shape
|
||||
self.repaint()
|
||||
else:
|
||||
self.selectedShape.points = [p for p in shape.points]
|
||||
self.selectedShapeCopy = None
|
||||
|
||||
def hideBackroundShapes(self, value):
|
||||
self.hideBackround = value
|
||||
if self.selectedShape:
|
||||
# Only hide other shapes if there is a current selection.
|
||||
# Otherwise the user will not be able to select a shape.
|
||||
self.setHiding(True)
|
||||
self.repaint()
|
||||
|
||||
def handleDrawing(self, pos):
|
||||
if self.current and self.current.reachMaxPoints() is False:
|
||||
if self.fourpoint:
|
||||
targetPos = self.line[self.pointnum]
|
||||
self.current.addPoint(targetPos)
|
||||
print('current points in handleDrawing is ', self.line[self.pointnum])
|
||||
self.update()
|
||||
if self.pointnum == 3:
|
||||
self.finalise()
|
||||
|
||||
else: # 按住送掉后跳到这里
|
||||
initPos = self.current[0]
|
||||
print('initPos', self.current[0])
|
||||
minX = initPos.x()
|
||||
minY = initPos.y()
|
||||
targetPos = self.line[1]
|
||||
maxX = targetPos.x()
|
||||
maxY = targetPos.y()
|
||||
self.current.addPoint(QPointF(maxX, minY))
|
||||
self.current.addPoint(targetPos)
|
||||
self.current.addPoint(QPointF(minX, maxY))
|
||||
self.finalise()
|
||||
|
||||
elif not self.outOfPixmap(pos):
|
||||
print('release')
|
||||
self.current = Shape()
|
||||
self.current.addPoint(pos)
|
||||
self.line.points = [pos, pos]
|
||||
self.setHiding()
|
||||
self.drawingPolygon.emit(True)
|
||||
self.update()
|
||||
|
||||
def setHiding(self, enable=True):
|
||||
self._hideBackround = self.hideBackround if enable else False
|
||||
|
||||
def canCloseShape(self):
|
||||
return self.drawing() and self.current and len(self.current) > 2
|
||||
|
||||
def mouseDoubleClickEvent(self, ev):
|
||||
# We need at least 4 points here, since the mousePress handler
|
||||
# adds an extra one before this handler is called.
|
||||
if self.canCloseShape() and len(self.current) > 3:
|
||||
if not self.fourpoint:
|
||||
self.current.popPoint()
|
||||
self.finalise()
|
||||
|
||||
def selectShape(self, shape):
|
||||
self.deSelectShape()
|
||||
shape.selected = True
|
||||
self.selectedShape = shape
|
||||
self.setHiding()
|
||||
self.selectionChanged.emit(True)
|
||||
self.update()
|
||||
|
||||
def selectShapePoint(self, point):
|
||||
"""Select the first shape created which contains this point."""
|
||||
self.deSelectShape()
|
||||
if self.selectedVertex(): # A vertex is marked for selection.
|
||||
index, shape = self.hVertex, self.hShape
|
||||
shape.highlightVertex(index, shape.MOVE_VERTEX)
|
||||
self.selectShape(shape)
|
||||
return self.hVertex
|
||||
for shape in reversed(self.shapes):
|
||||
if self.isVisible(shape) and shape.containsPoint(point):
|
||||
self.selectShape(shape)
|
||||
self.calculateOffsets(shape, point)
|
||||
return self.selectedShape
|
||||
return None
|
||||
|
||||
def calculateOffsets(self, shape, point):
|
||||
rect = shape.boundingRect()
|
||||
x1 = rect.x() - point.x()
|
||||
y1 = rect.y() - point.y()
|
||||
x2 = (rect.x() + rect.width()) - point.x()
|
||||
y2 = (rect.y() + rect.height()) - point.y()
|
||||
self.offsets = QPointF(x1, y1), QPointF(x2, y2)
|
||||
|
||||
def snapPointToCanvas(self, x, y):
|
||||
"""
|
||||
Moves a point x,y to within the boundaries of the canvas.
|
||||
:return: (x,y,snapped) where snapped is True if x or y were changed, False if not.
|
||||
"""
|
||||
if x < 0 or x > self.pixmap.width() or y < 0 or y > self.pixmap.height():
|
||||
x = max(x, 0)
|
||||
y = max(y, 0)
|
||||
x = min(x, self.pixmap.width())
|
||||
y = min(y, self.pixmap.height())
|
||||
return x, y, True
|
||||
|
||||
return x, y, False
|
||||
|
||||
def boundedMoveVertex(self, pos):
|
||||
index, shape = self.hVertex, self.hShape
|
||||
point = shape[index]
|
||||
if self.outOfPixmap(pos):
|
||||
size = self.pixmap.size()
|
||||
clipped_x = min(max(0, pos.x()), size.width())
|
||||
clipped_y = min(max(0, pos.y()), size.height())
|
||||
pos = QPointF(clipped_x, clipped_y)
|
||||
|
||||
if self.drawSquare:
|
||||
opposite_point_index = (index + 2) % 4
|
||||
opposite_point = shape[opposite_point_index]
|
||||
|
||||
min_size = min(abs(pos.x() - opposite_point.x()), abs(pos.y() - opposite_point.y()))
|
||||
directionX = -1 if pos.x() - opposite_point.x() < 0 else 1
|
||||
directionY = -1 if pos.y() - opposite_point.y() < 0 else 1
|
||||
shiftPos = QPointF(opposite_point.x() + directionX * min_size - point.x(),
|
||||
opposite_point.y() + directionY * min_size - point.y())
|
||||
else:
|
||||
shiftPos = pos - point
|
||||
|
||||
shape.moveVertexBy(index, shiftPos)
|
||||
|
||||
lindex = (index + 1) % 4
|
||||
rindex = (index + 3) % 4
|
||||
lshift = None
|
||||
rshift = None
|
||||
if index % 2 == 0:
|
||||
rshift = QPointF(shiftPos.x(), 0)
|
||||
lshift = QPointF(0, shiftPos.y())
|
||||
else:
|
||||
lshift = QPointF(shiftPos.x(), 0)
|
||||
rshift = QPointF(0, shiftPos.y())
|
||||
shape.moveVertexBy(rindex, rshift)
|
||||
shape.moveVertexBy(lindex, lshift)
|
||||
|
||||
def boundedMoveShape(self, shape, pos):
|
||||
if self.outOfPixmap(pos):
|
||||
return False # No need to move
|
||||
o1 = pos + self.offsets[0]
|
||||
if self.outOfPixmap(o1):
|
||||
pos -= QPointF(min(0, o1.x()), min(0, o1.y()))
|
||||
o2 = pos + self.offsets[1]
|
||||
if self.outOfPixmap(o2):
|
||||
pos += QPointF(min(0, self.pixmap.width() - o2.x()),
|
||||
min(0, self.pixmap.height() - o2.y()))
|
||||
# The next line tracks the new position of the cursor
|
||||
# relative to the shape, but also results in making it
|
||||
# a bit "shaky" when nearing the border and allows it to
|
||||
# go outside of the shape's area for some reason. XXX
|
||||
#self.calculateOffsets(self.selectedShape, pos)
|
||||
dp = pos - self.prevPoint
|
||||
if dp:
|
||||
shape.moveBy(dp)
|
||||
self.prevPoint = pos
|
||||
return True
|
||||
return False
|
||||
|
||||
def deSelectShape(self):
|
||||
if self.selectedShape:
|
||||
self.selectedShape.selected = False
|
||||
self.selectedShape = None
|
||||
self.setHiding(False)
|
||||
self.selectionChanged.emit(False)
|
||||
self.update()
|
||||
|
||||
def deleteSelected(self):
|
||||
if self.selectedShape:
|
||||
shape = self.selectedShape
|
||||
self.shapes.remove(self.selectedShape)
|
||||
self.selectedShape = None
|
||||
self.update()
|
||||
return shape
|
||||
|
||||
def copySelectedShape(self):
|
||||
if self.selectedShape:
|
||||
shape = self.selectedShape.copy()
|
||||
self.deSelectShape()
|
||||
self.shapes.append(shape)
|
||||
shape.selected = True
|
||||
self.selectedShape = shape
|
||||
self.boundedShiftShape(shape)
|
||||
return shape
|
||||
|
||||
def boundedShiftShape(self, shape):
|
||||
# Try to move in one direction, and if it fails in another.
|
||||
# Give up if both fail.
|
||||
point = shape[0]
|
||||
offset = QPointF(2.0, 2.0)
|
||||
self.calculateOffsets(shape, point)
|
||||
self.prevPoint = point
|
||||
if not self.boundedMoveShape(shape, point - offset):
|
||||
self.boundedMoveShape(shape, point + offset)
|
||||
|
||||
def paintEvent(self, event):
|
||||
if not self.pixmap:
|
||||
return super(Canvas, self).paintEvent(event)
|
||||
|
||||
p = self._painter
|
||||
p.begin(self)
|
||||
p.setRenderHint(QPainter.Antialiasing)
|
||||
p.setRenderHint(QPainter.HighQualityAntialiasing)
|
||||
p.setRenderHint(QPainter.SmoothPixmapTransform)
|
||||
|
||||
p.scale(self.scale, self.scale)
|
||||
p.translate(self.offsetToCenter())
|
||||
|
||||
p.drawPixmap(0, 0, self.pixmap)
|
||||
Shape.scale = self.scale
|
||||
for shape in self.shapes:
|
||||
if (shape.selected or not self._hideBackround) and self.isVisible(shape):
|
||||
shape.fill = shape.selected or shape == self.hShape
|
||||
shape.paint(p)
|
||||
if self.current:
|
||||
self.current.paint(p)
|
||||
self.line.paint(p)
|
||||
if self.selectedShapeCopy:
|
||||
self.selectedShapeCopy.paint(p)
|
||||
|
||||
# Paint rect
|
||||
if self.current is not None and len(self.line) == 2 and not self.fourpoint:
|
||||
# print('Drawing rect')
|
||||
leftTop = self.line[0]
|
||||
rightBottom = self.line[1]
|
||||
rectWidth = rightBottom.x() - leftTop.x()
|
||||
rectHeight = rightBottom.y() - leftTop.y()
|
||||
p.setPen(self.drawingRectColor)
|
||||
brush = QBrush(Qt.BDiagPattern)
|
||||
p.setBrush(brush)
|
||||
p.drawRect(leftTop.x(), leftTop.y(), rectWidth, rectHeight)
|
||||
|
||||
|
||||
# ADD:
|
||||
if (
|
||||
self.fillDrawing()
|
||||
and self.fourpoint
|
||||
and self.current is not None
|
||||
and len(self.current.points) >= 2
|
||||
):
|
||||
print('paint event')
|
||||
drawing_shape = self.current.copy()
|
||||
drawing_shape.addPoint(self.line[1])
|
||||
drawing_shape.fill = True
|
||||
drawing_shape.paint(p)
|
||||
|
||||
if self.drawing() and not self.prevPoint.isNull() and not self.outOfPixmap(self.prevPoint):
|
||||
p.setPen(QColor(0, 0, 0))
|
||||
p.drawLine(self.prevPoint.x(), 0, self.prevPoint.x(), self.pixmap.height())
|
||||
p.drawLine(0, self.prevPoint.y(), self.pixmap.width(), self.prevPoint.y())
|
||||
|
||||
self.setAutoFillBackground(True)
|
||||
if self.verified:
|
||||
pal = self.palette()
|
||||
pal.setColor(self.backgroundRole(), QColor(184, 239, 38, 128))
|
||||
self.setPalette(pal)
|
||||
else:
|
||||
pal = self.palette()
|
||||
pal.setColor(self.backgroundRole(), QColor(232, 232, 232, 255))
|
||||
self.setPalette(pal)
|
||||
|
||||
p.end()
|
||||
|
||||
def fillDrawing(self):
|
||||
return self._fill_drawing
|
||||
|
||||
def transformPos(self, point):
|
||||
"""Convert from widget-logical coordinates to painter-logical coordinates."""
|
||||
return point / self.scale - self.offsetToCenter()
|
||||
|
||||
def offsetToCenter(self):
|
||||
s = self.scale
|
||||
area = super(Canvas, self).size()
|
||||
w, h = self.pixmap.width() * s, self.pixmap.height() * s
|
||||
aw, ah = area.width(), area.height()
|
||||
x = (aw - w) / (2 * s) if aw > w else 0
|
||||
y = (ah - h) / (2 * s) if ah > h else 0
|
||||
return QPointF(x, y)
|
||||
|
||||
def outOfPixmap(self, p):
|
||||
w, h = self.pixmap.width(), self.pixmap.height()
|
||||
return not (0 <= p.x() <= w and 0 <= p.y() <= h)
|
||||
|
||||
def finalise(self):
|
||||
assert self.current
|
||||
if self.current.points[0] == self.current.points[-1]:
|
||||
# print('finalse')
|
||||
self.current = None
|
||||
self.drawingPolygon.emit(False)
|
||||
self.update()
|
||||
return
|
||||
|
||||
self.current.close()
|
||||
self.shapes.append(self.current)
|
||||
self.current = None
|
||||
self.setHiding(False)
|
||||
self.newShape.emit()
|
||||
self.update()
|
||||
|
||||
def closeEnough(self, p1, p2):
|
||||
#d = distance(p1 - p2)
|
||||
#m = (p1-p2).manhattanLength()
|
||||
# print "d %.2f, m %d, %.2f" % (d, m, d - m)
|
||||
return distance(p1 - p2) < self.epsilon
|
||||
|
||||
# These two, along with a call to adjustSize are required for the
|
||||
# scroll area.
|
||||
def sizeHint(self):
|
||||
return self.minimumSizeHint()
|
||||
|
||||
def minimumSizeHint(self):
|
||||
if self.pixmap:
|
||||
return self.scale * self.pixmap.size()
|
||||
return super(Canvas, self).minimumSizeHint()
|
||||
|
||||
def wheelEvent(self, ev):
|
||||
qt_version = 4 if hasattr(ev, "delta") else 5
|
||||
if qt_version == 4:
|
||||
if ev.orientation() == Qt.Vertical:
|
||||
v_delta = ev.delta()
|
||||
h_delta = 0
|
||||
else:
|
||||
h_delta = ev.delta()
|
||||
v_delta = 0
|
||||
else:
|
||||
delta = ev.angleDelta()
|
||||
h_delta = delta.x()
|
||||
v_delta = delta.y()
|
||||
|
||||
mods = ev.modifiers()
|
||||
if Qt.ControlModifier == int(mods) and v_delta:
|
||||
self.zoomRequest.emit(v_delta)
|
||||
else:
|
||||
v_delta and self.scrollRequest.emit(v_delta, Qt.Vertical)
|
||||
h_delta and self.scrollRequest.emit(h_delta, Qt.Horizontal)
|
||||
ev.accept()
|
||||
|
||||
def keyPressEvent(self, ev):
|
||||
key = ev.key()
|
||||
if key == Qt.Key_Escape and self.current:
|
||||
print('ESC press')
|
||||
self.current = None
|
||||
self.drawingPolygon.emit(False)
|
||||
self.update()
|
||||
elif key == Qt.Key_Return and self.canCloseShape():
|
||||
self.finalise()
|
||||
elif key == Qt.Key_Left and self.selectedShape:
|
||||
self.moveOnePixel('Left')
|
||||
elif key == Qt.Key_Right and self.selectedShape:
|
||||
self.moveOnePixel('Right')
|
||||
elif key == Qt.Key_Up and self.selectedShape:
|
||||
self.moveOnePixel('Up')
|
||||
elif key == Qt.Key_Down and self.selectedShape:
|
||||
self.moveOnePixel('Down')
|
||||
|
||||
def moveOnePixel(self, direction):
|
||||
# print(self.selectedShape.points)
|
||||
if direction == 'Left' and not self.moveOutOfBound(QPointF(-1.0, 0)):
|
||||
# print("move Left one pixel")
|
||||
self.selectedShape.points[0] += QPointF(-1.0, 0)
|
||||
self.selectedShape.points[1] += QPointF(-1.0, 0)
|
||||
self.selectedShape.points[2] += QPointF(-1.0, 0)
|
||||
self.selectedShape.points[3] += QPointF(-1.0, 0)
|
||||
elif direction == 'Right' and not self.moveOutOfBound(QPointF(1.0, 0)):
|
||||
# print("move Right one pixel")
|
||||
self.selectedShape.points[0] += QPointF(1.0, 0)
|
||||
self.selectedShape.points[1] += QPointF(1.0, 0)
|
||||
self.selectedShape.points[2] += QPointF(1.0, 0)
|
||||
self.selectedShape.points[3] += QPointF(1.0, 0)
|
||||
elif direction == 'Up' and not self.moveOutOfBound(QPointF(0, -1.0)):
|
||||
# print("move Up one pixel")
|
||||
self.selectedShape.points[0] += QPointF(0, -1.0)
|
||||
self.selectedShape.points[1] += QPointF(0, -1.0)
|
||||
self.selectedShape.points[2] += QPointF(0, -1.0)
|
||||
self.selectedShape.points[3] += QPointF(0, -1.0)
|
||||
elif direction == 'Down' and not self.moveOutOfBound(QPointF(0, 1.0)):
|
||||
# print("move Down one pixel")
|
||||
self.selectedShape.points[0] += QPointF(0, 1.0)
|
||||
self.selectedShape.points[1] += QPointF(0, 1.0)
|
||||
self.selectedShape.points[2] += QPointF(0, 1.0)
|
||||
self.selectedShape.points[3] += QPointF(0, 1.0)
|
||||
self.shapeMoved.emit()
|
||||
self.repaint()
|
||||
|
||||
def moveOutOfBound(self, step):
|
||||
points = [p1+p2 for p1, p2 in zip(self.selectedShape.points, [step]*4)]
|
||||
return True in map(self.outOfPixmap, points)
|
||||
|
||||
def setLastLabel(self, text, line_color = None, fill_color = None):
|
||||
assert text
|
||||
self.shapes[-1].label = text
|
||||
if line_color:
|
||||
self.shapes[-1].line_color = line_color
|
||||
|
||||
if fill_color:
|
||||
self.shapes[-1].fill_color = fill_color
|
||||
|
||||
return self.shapes[-1]
|
||||
|
||||
def undoLastLine(self):
|
||||
assert self.shapes
|
||||
self.current = self.shapes.pop()
|
||||
self.current.setOpen()
|
||||
self.line.points = [self.current[-1], self.current[0]]
|
||||
self.drawingPolygon.emit(True)
|
||||
|
||||
def resetAllLines(self):
|
||||
assert self.shapes
|
||||
self.current = self.shapes.pop()
|
||||
self.current.setOpen()
|
||||
self.line.points = [self.current[-1], self.current[0]]
|
||||
self.drawingPolygon.emit(True)
|
||||
self.current = None
|
||||
self.drawingPolygon.emit(False)
|
||||
self.update()
|
||||
|
||||
def loadPixmap(self, pixmap):
|
||||
self.pixmap = pixmap
|
||||
self.shapes = []
|
||||
self.repaint() # 这函数在哪
|
||||
|
||||
def loadShapes(self, shapes):
|
||||
self.shapes = list(shapes)
|
||||
self.current = None
|
||||
self.repaint()
|
||||
|
||||
def setShapeVisible(self, shape, value):
|
||||
self.visible[shape] = value
|
||||
self.repaint()
|
||||
|
||||
def currentCursor(self):
|
||||
cursor = QApplication.overrideCursor()
|
||||
if cursor is not None:
|
||||
cursor = cursor.shape()
|
||||
return cursor
|
||||
|
||||
def overrideCursor(self, cursor):
|
||||
self._cursor = cursor
|
||||
if self.currentCursor() is None:
|
||||
QApplication.setOverrideCursor(cursor)
|
||||
else:
|
||||
QApplication.changeOverrideCursor(cursor)
|
||||
|
||||
def restoreCursor(self):
|
||||
QApplication.restoreOverrideCursor()
|
||||
|
||||
def resetState(self):
|
||||
self.restoreCursor()
|
||||
self.pixmap = None
|
||||
self.update()
|
||||
|
||||
def setDrawingShapeToSquare(self, status):
|
||||
self.drawSquare = status
|
|
@ -0,0 +1,49 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
try:
|
||||
from PyQt5.QtGui import *
|
||||
from PyQt5.QtCore import *
|
||||
from PyQt5.QtWidgets import QColorDialog, QDialogButtonBox
|
||||
except ImportError:
|
||||
from PyQt4.QtGui import *
|
||||
from PyQt4.QtCore import *
|
||||
|
||||
BB = QDialogButtonBox
|
||||
|
||||
|
||||
class ColorDialog(QColorDialog):
|
||||
|
||||
def __init__(self, parent=None):
|
||||
super(ColorDialog, self).__init__(parent)
|
||||
self.setOption(QColorDialog.ShowAlphaChannel)
|
||||
# The Mac native dialog does not support our restore button.
|
||||
self.setOption(QColorDialog.DontUseNativeDialog)
|
||||
# Add a restore defaults button.
|
||||
# The default is set at invocation time, so that it
|
||||
# works across dialogs for different elements.
|
||||
self.default = None
|
||||
self.bb = self.layout().itemAt(1).widget()
|
||||
self.bb.addButton(BB.RestoreDefaults)
|
||||
self.bb.clicked.connect(self.checkRestore)
|
||||
|
||||
def getColor(self, value=None, title=None, default=None):
|
||||
self.default = default
|
||||
if title:
|
||||
self.setWindowTitle(title)
|
||||
if value:
|
||||
self.setCurrentColor(value)
|
||||
return self.currentColor() if self.exec_() else None
|
||||
|
||||
def checkRestore(self, button):
|
||||
if self.bb.buttonRole(button) & BB.ResetRole and self.default:
|
||||
self.setCurrentColor(self.default)
|
|
@ -0,0 +1,31 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
SETTING_FILENAME = 'filename'
|
||||
SETTING_RECENT_FILES = 'recentFiles'
|
||||
SETTING_WIN_SIZE = 'window/size'
|
||||
SETTING_WIN_POSE = 'window/position'
|
||||
SETTING_WIN_GEOMETRY = 'window/geometry'
|
||||
SETTING_LINE_COLOR = 'line/color'
|
||||
SETTING_FILL_COLOR = 'fill/color'
|
||||
SETTING_ADVANCE_MODE = 'advanced'
|
||||
SETTING_WIN_STATE = 'window/state'
|
||||
SETTING_SAVE_DIR = 'savedir'
|
||||
SETTING_PAINT_LABEL = 'paintlabel'
|
||||
SETTING_LAST_OPEN_DIR = 'lastOpenDir'
|
||||
SETTING_AUTO_SAVE = 'autosave'
|
||||
SETTING_SINGLE_CLASS = 'singleclass'
|
||||
FORMAT_PASCALVOC='PascalVOC'
|
||||
FORMAT_YOLO='YOLO'
|
||||
SETTING_DRAW_SQUARE = 'draw/square'
|
||||
SETTING_LABEL_FILE_FORMAT= 'labelFileFormat'
|
||||
DEFAULT_ENCODING = 'utf-8'
|
|
@ -0,0 +1,143 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
#!/usr/bin/env python
|
||||
# -*- coding: utf8 -*-
|
||||
import json
|
||||
from pathlib import Path
|
||||
|
||||
from libs.constants import DEFAULT_ENCODING
|
||||
import os
|
||||
|
||||
JSON_EXT = '.json'
|
||||
ENCODE_METHOD = DEFAULT_ENCODING
|
||||
|
||||
|
||||
class CreateMLWriter:
|
||||
def __init__(self, foldername, filename, imgsize, shapes, outputfile, databasesrc='Unknown', localimgpath=None):
|
||||
self.foldername = foldername
|
||||
self.filename = filename
|
||||
self.databasesrc = databasesrc
|
||||
self.imgsize = imgsize
|
||||
self.boxlist = []
|
||||
self.localimgpath = localimgpath
|
||||
self.verified = False
|
||||
self.shapes = shapes
|
||||
self.outputfile = outputfile
|
||||
|
||||
def write(self):
|
||||
if os.path.isfile(self.outputfile):
|
||||
with open(self.outputfile, "r") as file:
|
||||
input_data = file.read()
|
||||
outputdict = json.loads(input_data)
|
||||
else:
|
||||
outputdict = []
|
||||
|
||||
outputimagedict = {
|
||||
"image": self.filename,
|
||||
"annotations": []
|
||||
}
|
||||
|
||||
for shape in self.shapes:
|
||||
points = shape["points"]
|
||||
|
||||
x1 = points[0][0]
|
||||
y1 = points[0][1]
|
||||
x2 = points[1][0]
|
||||
y2 = points[2][1]
|
||||
|
||||
height, width, x, y = self.calculate_coordinates(x1, x2, y1, y2)
|
||||
|
||||
shapedict = {
|
||||
"label": shape["label"],
|
||||
"coordinates": {
|
||||
"x": x,
|
||||
"y": y,
|
||||
"width": width,
|
||||
"height": height
|
||||
}
|
||||
}
|
||||
outputimagedict["annotations"].append(shapedict)
|
||||
|
||||
# check if image already in output
|
||||
exists = False
|
||||
for i in range(0, len(outputdict)):
|
||||
if outputdict[i]["image"] == outputimagedict["image"]:
|
||||
exists = True
|
||||
outputdict[i] = outputimagedict
|
||||
break
|
||||
|
||||
if not exists:
|
||||
outputdict.append(outputimagedict)
|
||||
|
||||
Path(self.outputfile).write_text(json.dumps(outputdict), ENCODE_METHOD)
|
||||
|
||||
def calculate_coordinates(self, x1, x2, y1, y2):
|
||||
if x1 < x2:
|
||||
xmin = x1
|
||||
xmax = x2
|
||||
else:
|
||||
xmin = x2
|
||||
xmax = x1
|
||||
if y1 < y2:
|
||||
ymin = y1
|
||||
ymax = y2
|
||||
else:
|
||||
ymin = y2
|
||||
ymax = y1
|
||||
width = xmax - xmin
|
||||
if width < 0:
|
||||
width = width * -1
|
||||
height = ymax - ymin
|
||||
# x and y from center of rect
|
||||
x = xmin + width / 2
|
||||
y = ymin + height / 2
|
||||
return height, width, x, y
|
||||
|
||||
|
||||
class CreateMLReader:
|
||||
def __init__(self, jsonpath, filepath):
|
||||
self.jsonpath = jsonpath
|
||||
self.shapes = []
|
||||
self.verified = False
|
||||
self.filename = filepath.split("/")[-1:][0]
|
||||
try:
|
||||
self.parse_json()
|
||||
except ValueError:
|
||||
print("JSON decoding failed")
|
||||
|
||||
def parse_json(self):
|
||||
with open(self.jsonpath, "r") as file:
|
||||
inputdata = file.read()
|
||||
|
||||
outputdict = json.loads(inputdata)
|
||||
self.verified = True
|
||||
|
||||
if len(self.shapes) > 0:
|
||||
self.shapes = []
|
||||
for image in outputdict:
|
||||
if image["image"] == self.filename:
|
||||
for shape in image["annotations"]:
|
||||
self.add_shape(shape["label"], shape["coordinates"])
|
||||
|
||||
def add_shape(self, label, bndbox):
|
||||
xmin = bndbox["x"] - (bndbox["width"] / 2)
|
||||
ymin = bndbox["y"] - (bndbox["height"] / 2)
|
||||
|
||||
xmax = bndbox["x"] + (bndbox["width"] / 2)
|
||||
ymax = bndbox["y"] + (bndbox["height"] / 2)
|
||||
|
||||
points = [(xmin, ymin), (xmax, ymin), (xmax, ymax), (xmin, ymax)]
|
||||
self.shapes.append((label, points, None, None, True))
|
||||
|
||||
def get_shapes(self):
|
||||
return self.shapes
|
|
@ -0,0 +1,40 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
#!/usr/bin/env python
|
||||
# -*- coding: utf-8 -*-
|
||||
import sys
|
||||
try:
|
||||
from PyQt5.QtGui import *
|
||||
from PyQt5.QtCore import *
|
||||
from PyQt5.QtWidgets import *
|
||||
except ImportError:
|
||||
# needed for py3+qt4
|
||||
# Ref:
|
||||
# http://pyqt.sourceforge.net/Docs/PyQt4/incompatible_apis.html
|
||||
# http://stackoverflow.com/questions/21217399/pyqt4-qtcore-qvariant-object-instead-of-a-string
|
||||
if sys.version_info.major >= 3:
|
||||
import sip
|
||||
sip.setapi('QVariant', 2)
|
||||
from PyQt4.QtGui import *
|
||||
from PyQt4.QtCore import *
|
||||
|
||||
# PyQt5: TypeError: unhashable type: 'QListWidgetItem'
|
||||
|
||||
|
||||
class HashableQListWidgetItem(QListWidgetItem):
|
||||
|
||||
def __init__(self, *args):
|
||||
super(HashableQListWidgetItem, self).__init__(*args)
|
||||
|
||||
def __hash__(self):
|
||||
return hash(id(self))
|
|
@ -0,0 +1,107 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
try:
|
||||
from PyQt5.QtGui import *
|
||||
from PyQt5.QtCore import *
|
||||
from PyQt5.QtWidgets import *
|
||||
except ImportError:
|
||||
from PyQt4.QtGui import *
|
||||
from PyQt4.QtCore import *
|
||||
|
||||
from libs.utils import newIcon, labelValidator
|
||||
|
||||
BB = QDialogButtonBox
|
||||
|
||||
|
||||
class LabelDialog(QDialog):
|
||||
|
||||
def __init__(self, text="Enter object label", parent=None, listItem=None):
|
||||
super(LabelDialog, self).__init__(parent)
|
||||
|
||||
self.edit = QLineEdit() # OLD
|
||||
# self.edit = QTextEdit()
|
||||
self.edit.setText(text)
|
||||
# self.edit.setValidator(labelValidator()) # 验证有效性
|
||||
self.edit.editingFinished.connect(self.postProcess)
|
||||
|
||||
model = QStringListModel()
|
||||
model.setStringList(listItem)
|
||||
completer = QCompleter()
|
||||
completer.setModel(model)
|
||||
self.edit.setCompleter(completer)
|
||||
|
||||
layout = QVBoxLayout()
|
||||
layout.addWidget(self.edit)
|
||||
self.buttonBox = bb = BB(BB.Ok | BB.Cancel, Qt.Horizontal, self)
|
||||
bb.button(BB.Ok).setIcon(newIcon('done'))
|
||||
bb.button(BB.Cancel).setIcon(newIcon('undo'))
|
||||
bb.accepted.connect(self.validate)
|
||||
bb.rejected.connect(self.reject)
|
||||
layout.addWidget(bb)
|
||||
|
||||
# if listItem is not None and len(listItem) > 0:
|
||||
# self.listWidget = QListWidget(self)
|
||||
# for item in listItem:
|
||||
# self.listWidget.addItem(item)
|
||||
# self.listWidget.itemClicked.connect(self.listItemClick)
|
||||
# self.listWidget.itemDoubleClicked.connect(self.listItemDoubleClick)
|
||||
# layout.addWidget(self.listWidget)
|
||||
|
||||
self.setLayout(layout)
|
||||
|
||||
def validate(self):
|
||||
try:
|
||||
if self.edit.text().trimmed():
|
||||
self.accept()
|
||||
except AttributeError:
|
||||
# PyQt5: AttributeError: 'str' object has no attribute 'trimmed'
|
||||
if self.edit.text().strip():
|
||||
self.accept()
|
||||
|
||||
def postProcess(self):
|
||||
try:
|
||||
self.edit.setText(self.edit.text().trimmed())
|
||||
# print(self.edit.text())
|
||||
except AttributeError:
|
||||
# PyQt5: AttributeError: 'str' object has no attribute 'trimmed'
|
||||
self.edit.setText(self.edit.text())
|
||||
print(self.edit.text())
|
||||
|
||||
def popUp(self, text='', move=True):
|
||||
self.edit.setText(text)
|
||||
self.edit.setSelection(0, len(text))
|
||||
self.edit.setFocus(Qt.PopupFocusReason)
|
||||
if move:
|
||||
cursor_pos = QCursor.pos()
|
||||
parent_bottomRight = self.parentWidget().geometry()
|
||||
max_x = parent_bottomRight.x() + parent_bottomRight.width() - self.sizeHint().width()
|
||||
max_y = parent_bottomRight.y() + parent_bottomRight.height() - self.sizeHint().height()
|
||||
max_global = self.parentWidget().mapToGlobal(QPoint(max_x, max_y))
|
||||
if cursor_pos.x() > max_global.x():
|
||||
cursor_pos.setX(max_global.x())
|
||||
if cursor_pos.y() > max_global.y():
|
||||
cursor_pos.setY(max_global.y())
|
||||
self.move(cursor_pos)
|
||||
return self.edit.text() if self.exec_() else None
|
||||
|
||||
def listItemClick(self, tQListWidgetItem):
|
||||
try:
|
||||
text = tQListWidgetItem.text().trimmed()
|
||||
except AttributeError:
|
||||
# PyQt5: AttributeError: 'str' object has no attribute 'trimmed'
|
||||
text = tQListWidgetItem.text().strip()
|
||||
self.edit.setText(text)
|
||||
|
||||
def listItemDoubleClick(self, tQListWidgetItem):
|
||||
self.listItemClick(tQListWidgetItem)
|
||||
self.validate()
|
|
@ -0,0 +1,152 @@
|
|||
# Copyright (c) 2016 Tzutalin
|
||||
# Create by TzuTaLin <tzu.ta.lin@gmail.com>
|
||||
|
||||
try:
|
||||
from PyQt5.QtGui import QImage
|
||||
except ImportError:
|
||||
from PyQt4.QtGui import QImage
|
||||
|
||||
from base64 import b64encode, b64decode
|
||||
from libs.pascal_voc_io import PascalVocWriter
|
||||
from libs.yolo_io import YOLOWriter
|
||||
from libs.pascal_voc_io import XML_EXT
|
||||
from enum import Enum
|
||||
import os.path
|
||||
import sys
|
||||
|
||||
|
||||
class LabelFileFormat(Enum):
|
||||
PASCAL_VOC= 1
|
||||
YOLO = 2
|
||||
|
||||
|
||||
class LabelFileError(Exception):
|
||||
pass
|
||||
|
||||
|
||||
class LabelFile(object):
|
||||
# It might be changed as window creates. By default, using XML ext
|
||||
# suffix = '.lif'
|
||||
suffix = XML_EXT
|
||||
|
||||
def __init__(self, filename=None):
|
||||
self.shapes = ()
|
||||
self.imagePath = None
|
||||
self.imageData = None
|
||||
self.verified = False
|
||||
|
||||
def savePascalVocFormat(self, filename, shapes, imagePath, imageData,
|
||||
lineColor=None, fillColor=None, databaseSrc=None):
|
||||
imgFolderPath = os.path.dirname(imagePath)
|
||||
imgFolderName = os.path.split(imgFolderPath)[-1]
|
||||
imgFileName = os.path.basename(imagePath)
|
||||
#imgFileNameWithoutExt = os.path.splitext(imgFileName)[0]
|
||||
# Read from file path because self.imageData might be empty if saving to
|
||||
# Pascal format
|
||||
image = QImage()
|
||||
image.load(imagePath)
|
||||
imageShape = [image.height(), image.width(),
|
||||
1 if image.isGrayscale() else 3]
|
||||
writer = PascalVocWriter(imgFolderName, imgFileName,
|
||||
imageShape, localImgPath=imagePath)
|
||||
writer.verified = self.verified
|
||||
|
||||
for shape in shapes:
|
||||
points = shape['points']
|
||||
label = shape['label']
|
||||
# Add Chris
|
||||
difficult = int(shape['difficult'])
|
||||
bndbox = LabelFile.convertPoints2BndBox(points)
|
||||
writer.addBndBox(bndbox[0], bndbox[1], bndbox[2], bndbox[3], label, difficult)
|
||||
|
||||
writer.save(targetFile=filename)
|
||||
return
|
||||
|
||||
def saveYoloFormat(self, filename, shapes, imagePath, imageData, classList,
|
||||
lineColor=None, fillColor=None, databaseSrc=None):
|
||||
imgFolderPath = os.path.dirname(imagePath)
|
||||
imgFolderName = os.path.split(imgFolderPath)[-1]
|
||||
imgFileName = os.path.basename(imagePath)
|
||||
#imgFileNameWithoutExt = os.path.splitext(imgFileName)[0]
|
||||
# Read from file path because self.imageData might be empty if saving to
|
||||
# Pascal format
|
||||
image = QImage()
|
||||
image.load(imagePath)
|
||||
imageShape = [image.height(), image.width(),
|
||||
1 if image.isGrayscale() else 3]
|
||||
writer = YOLOWriter(imgFolderName, imgFileName,
|
||||
imageShape, localImgPath=imagePath)
|
||||
writer.verified = self.verified
|
||||
|
||||
for shape in shapes:
|
||||
points = shape['points']
|
||||
label = shape['label']
|
||||
# Add Chris
|
||||
difficult = int(shape['difficult'])
|
||||
bndbox = LabelFile.convertPoints2BndBox(points)
|
||||
writer.addBndBox(bndbox[0], bndbox[1], bndbox[2], bndbox[3], label, difficult)
|
||||
|
||||
writer.save(targetFile=filename, classList=classList)
|
||||
return
|
||||
|
||||
def toggleVerify(self):
|
||||
self.verified = not self.verified
|
||||
|
||||
''' ttf is disable
|
||||
def load(self, filename):
|
||||
import json
|
||||
with open(filename, 'rb') as f:
|
||||
data = json.load(f)
|
||||
imagePath = data['imagePath']
|
||||
imageData = b64decode(data['imageData'])
|
||||
lineColor = data['lineColor']
|
||||
fillColor = data['fillColor']
|
||||
shapes = ((s['label'], s['points'], s['line_color'], s['fill_color'])\
|
||||
for s in data['shapes'])
|
||||
# Only replace data after everything is loaded.
|
||||
self.shapes = shapes
|
||||
self.imagePath = imagePath
|
||||
self.imageData = imageData
|
||||
self.lineColor = lineColor
|
||||
self.fillColor = fillColor
|
||||
|
||||
def save(self, filename, shapes, imagePath, imageData, lineColor=None, fillColor=None):
|
||||
import json
|
||||
with open(filename, 'wb') as f:
|
||||
json.dump(dict(
|
||||
shapes=shapes,
|
||||
lineColor=lineColor, fillColor=fillColor,
|
||||
imagePath=imagePath,
|
||||
imageData=b64encode(imageData)),
|
||||
f, ensure_ascii=True, indent=2)
|
||||
'''
|
||||
|
||||
@staticmethod
|
||||
def isLabelFile(filename):
|
||||
fileSuffix = os.path.splitext(filename)[1].lower()
|
||||
return fileSuffix == LabelFile.suffix
|
||||
|
||||
@staticmethod
|
||||
def convertPoints2BndBox(points):
|
||||
xmin = float('inf')
|
||||
ymin = float('inf')
|
||||
xmax = float('-inf')
|
||||
ymax = float('-inf')
|
||||
for p in points:
|
||||
x = p[0]
|
||||
y = p[1]
|
||||
xmin = min(x, xmin)
|
||||
ymin = min(y, ymin)
|
||||
xmax = max(x, xmax)
|
||||
ymax = max(y, ymax)
|
||||
|
||||
# Martin Kersner, 2015/11/12
|
||||
# 0-valued coordinates of BB caused an error while
|
||||
# training faster-rcnn object detector.
|
||||
if xmin < 1:
|
||||
xmin = 1
|
||||
|
||||
if ymin < 1:
|
||||
ymin = 1
|
||||
|
||||
return (int(xmin), int(ymin), int(xmax), int(ymax))
|
|
@ -0,0 +1,183 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
#!/usr/bin/env python
|
||||
# -*- coding: utf8 -*-
|
||||
import sys
|
||||
from xml.etree import ElementTree
|
||||
from xml.etree.ElementTree import Element, SubElement
|
||||
from lxml import etree
|
||||
import codecs
|
||||
from libs.constants import DEFAULT_ENCODING
|
||||
from libs.ustr import ustr
|
||||
|
||||
|
||||
XML_EXT = '.xml'
|
||||
ENCODE_METHOD = DEFAULT_ENCODING
|
||||
|
||||
class PascalVocWriter:
|
||||
|
||||
def __init__(self, foldername, filename, imgSize,databaseSrc='Unknown', localImgPath=None):
|
||||
self.foldername = foldername
|
||||
self.filename = filename
|
||||
self.databaseSrc = databaseSrc
|
||||
self.imgSize = imgSize
|
||||
self.boxlist = []
|
||||
self.localImgPath = localImgPath
|
||||
self.verified = False
|
||||
|
||||
def prettify(self, elem):
|
||||
"""
|
||||
Return a pretty-printed XML string for the Element.
|
||||
"""
|
||||
rough_string = ElementTree.tostring(elem, 'utf8')
|
||||
root = etree.fromstring(rough_string)
|
||||
return etree.tostring(root, pretty_print=True, encoding=ENCODE_METHOD).replace(" ".encode(), "\t".encode())
|
||||
# minidom does not support UTF-8
|
||||
'''reparsed = minidom.parseString(rough_string)
|
||||
return reparsed.toprettyxml(indent="\t", encoding=ENCODE_METHOD)'''
|
||||
|
||||
def genXML(self):
|
||||
"""
|
||||
Return XML root
|
||||
"""
|
||||
# Check conditions
|
||||
if self.filename is None or \
|
||||
self.foldername is None or \
|
||||
self.imgSize is None:
|
||||
return None
|
||||
|
||||
top = Element('annotation')
|
||||
if self.verified:
|
||||
top.set('verified', 'yes')
|
||||
|
||||
folder = SubElement(top, 'folder')
|
||||
folder.text = self.foldername
|
||||
|
||||
filename = SubElement(top, 'filename')
|
||||
filename.text = self.filename
|
||||
|
||||
if self.localImgPath is not None:
|
||||
localImgPath = SubElement(top, 'path')
|
||||
localImgPath.text = self.localImgPath
|
||||
|
||||
source = SubElement(top, 'source')
|
||||
database = SubElement(source, 'database')
|
||||
database.text = self.databaseSrc
|
||||
|
||||
size_part = SubElement(top, 'size')
|
||||
width = SubElement(size_part, 'width')
|
||||
height = SubElement(size_part, 'height')
|
||||
depth = SubElement(size_part, 'depth')
|
||||
width.text = str(self.imgSize[1])
|
||||
height.text = str(self.imgSize[0])
|
||||
if len(self.imgSize) == 3:
|
||||
depth.text = str(self.imgSize[2])
|
||||
else:
|
||||
depth.text = '1'
|
||||
|
||||
segmented = SubElement(top, 'segmented')
|
||||
segmented.text = '0'
|
||||
return top
|
||||
|
||||
def addBndBox(self, xmin, ymin, xmax, ymax, name, difficult):
|
||||
bndbox = {'xmin': xmin, 'ymin': ymin, 'xmax': xmax, 'ymax': ymax}
|
||||
bndbox['name'] = name
|
||||
bndbox['difficult'] = difficult
|
||||
self.boxlist.append(bndbox)
|
||||
|
||||
def appendObjects(self, top):
|
||||
for each_object in self.boxlist:
|
||||
object_item = SubElement(top, 'object')
|
||||
name = SubElement(object_item, 'name')
|
||||
name.text = ustr(each_object['name'])
|
||||
pose = SubElement(object_item, 'pose')
|
||||
pose.text = "Unspecified"
|
||||
truncated = SubElement(object_item, 'truncated')
|
||||
if int(float(each_object['ymax'])) == int(float(self.imgSize[0])) or (int(float(each_object['ymin']))== 1):
|
||||
truncated.text = "1" # max == height or min
|
||||
elif (int(float(each_object['xmax']))==int(float(self.imgSize[1]))) or (int(float(each_object['xmin']))== 1):
|
||||
truncated.text = "1" # max == width or min
|
||||
else:
|
||||
truncated.text = "0"
|
||||
difficult = SubElement(object_item, 'difficult')
|
||||
difficult.text = str( bool(each_object['difficult']) & 1 )
|
||||
bndbox = SubElement(object_item, 'bndbox')
|
||||
xmin = SubElement(bndbox, 'xmin')
|
||||
xmin.text = str(each_object['xmin'])
|
||||
ymin = SubElement(bndbox, 'ymin')
|
||||
ymin.text = str(each_object['ymin'])
|
||||
xmax = SubElement(bndbox, 'xmax')
|
||||
xmax.text = str(each_object['xmax'])
|
||||
ymax = SubElement(bndbox, 'ymax')
|
||||
ymax.text = str(each_object['ymax'])
|
||||
|
||||
def save(self, targetFile=None):
|
||||
root = self.genXML()
|
||||
self.appendObjects(root)
|
||||
out_file = None
|
||||
if targetFile is None:
|
||||
out_file = codecs.open(
|
||||
self.filename + XML_EXT, 'w', encoding=ENCODE_METHOD)
|
||||
else:
|
||||
out_file = codecs.open(targetFile, 'w', encoding=ENCODE_METHOD)
|
||||
|
||||
prettifyResult = self.prettify(root)
|
||||
out_file.write(prettifyResult.decode('utf8'))
|
||||
out_file.close()
|
||||
|
||||
|
||||
class PascalVocReader:
|
||||
|
||||
def __init__(self, filepath):
|
||||
# shapes type:
|
||||
# [labbel, [(x1,y1), (x2,y2), (x3,y3), (x4,y4)], color, color, difficult]
|
||||
self.shapes = []
|
||||
self.filepath = filepath
|
||||
self.verified = False
|
||||
try:
|
||||
self.parseXML()
|
||||
except:
|
||||
pass
|
||||
|
||||
def getShapes(self):
|
||||
return self.shapes
|
||||
|
||||
def addShape(self, label, bndbox, difficult):
|
||||
xmin = int(float(bndbox.find('xmin').text))
|
||||
ymin = int(float(bndbox.find('ymin').text))
|
||||
xmax = int(float(bndbox.find('xmax').text))
|
||||
ymax = int(float(bndbox.find('ymax').text))
|
||||
points = [(xmin, ymin), (xmax, ymin), (xmax, ymax), (xmin, ymax)]
|
||||
self.shapes.append((label, points, None, None, difficult))
|
||||
|
||||
def parseXML(self):
|
||||
assert self.filepath.endswith(XML_EXT), "Unsupport file format"
|
||||
parser = etree.XMLParser(encoding=ENCODE_METHOD)
|
||||
xmltree = ElementTree.parse(self.filepath, parser=parser).getroot()
|
||||
filename = xmltree.find('filename').text
|
||||
try:
|
||||
verified = xmltree.attrib['verified']
|
||||
if verified == 'yes':
|
||||
self.verified = True
|
||||
except KeyError:
|
||||
self.verified = False
|
||||
|
||||
for object_iter in xmltree.findall('object'):
|
||||
bndbox = object_iter.find("bndbox")
|
||||
label = object_iter.find('name').text
|
||||
# Add chris
|
||||
difficult = False
|
||||
if object_iter.find('difficult') is not None:
|
||||
difficult = bool(int(object_iter.find('difficult').text))
|
||||
self.addShape(label, bndbox, difficult)
|
||||
return True
|
|
@ -0,0 +1,60 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
|
||||
import pickle
|
||||
import os
|
||||
import sys
|
||||
|
||||
|
||||
class Settings(object):
|
||||
def __init__(self):
|
||||
# Be default, the home will be in the same folder as labelImg
|
||||
home = os.path.expanduser("~")
|
||||
self.data = {}
|
||||
# self.path = os.path.join(home, '.labelImgSettings.pkl')
|
||||
self.path = os.path.join(home, '.autoOCRSettings.pkl')
|
||||
|
||||
def __setitem__(self, key, value):
|
||||
self.data[key] = value
|
||||
|
||||
def __getitem__(self, key):
|
||||
return self.data[key]
|
||||
|
||||
def get(self, key, default=None):
|
||||
if key in self.data:
|
||||
return self.data[key]
|
||||
return default
|
||||
|
||||
def save(self):
|
||||
if self.path:
|
||||
with open(self.path, 'wb') as f:
|
||||
pickle.dump(self.data, f, pickle.HIGHEST_PROTOCOL)
|
||||
return True
|
||||
return False
|
||||
|
||||
def load(self):
|
||||
try:
|
||||
if os.path.exists(self.path):
|
||||
with open(self.path, 'rb') as f:
|
||||
self.data = pickle.load(f)
|
||||
return True
|
||||
except:
|
||||
print('Loading setting failed')
|
||||
return False
|
||||
|
||||
def reset(self):
|
||||
if os.path.exists(self.path):
|
||||
os.remove(self.path)
|
||||
print('Remove setting pkl file ${0}'.format(self.path))
|
||||
self.data = {}
|
||||
self.path = None
|
|
@ -0,0 +1,217 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
#!/usr/bin/python
|
||||
# -*- coding: utf-8 -*-
|
||||
|
||||
|
||||
try:
|
||||
from PyQt5.QtGui import *
|
||||
from PyQt5.QtCore import *
|
||||
except ImportError:
|
||||
from PyQt4.QtGui import *
|
||||
from PyQt4.QtCore import *
|
||||
|
||||
from libs.utils import distance
|
||||
import sys
|
||||
|
||||
DEFAULT_LINE_COLOR = QColor(0, 255, 0, 128)
|
||||
DEFAULT_FILL_COLOR = QColor(255, 0, 0, 128)
|
||||
DEFAULT_SELECT_LINE_COLOR = QColor(255, 255, 255)
|
||||
DEFAULT_SELECT_FILL_COLOR = QColor(0, 128, 255, 155)
|
||||
DEFAULT_VERTEX_FILL_COLOR = QColor(0, 255, 0, 255)
|
||||
DEFAULT_HVERTEX_FILL_COLOR = QColor(255, 0, 0)
|
||||
MIN_Y_LABEL = 10
|
||||
|
||||
|
||||
class Shape(object):
|
||||
P_SQUARE, P_ROUND = range(2)
|
||||
|
||||
MOVE_VERTEX, NEAR_VERTEX = range(2)
|
||||
|
||||
# The following class variables influence the drawing
|
||||
# of _all_ shape objects.
|
||||
line_color = DEFAULT_LINE_COLOR
|
||||
fill_color = DEFAULT_FILL_COLOR
|
||||
select_line_color = DEFAULT_SELECT_LINE_COLOR
|
||||
select_fill_color = DEFAULT_SELECT_FILL_COLOR
|
||||
vertex_fill_color = DEFAULT_VERTEX_FILL_COLOR
|
||||
hvertex_fill_color = DEFAULT_HVERTEX_FILL_COLOR
|
||||
point_type = P_ROUND
|
||||
point_size = 8
|
||||
scale = 1.0
|
||||
|
||||
def __init__(self, label=None, line_color=None, difficult=False, paintLabel=False):
|
||||
self.label = label
|
||||
self.points = []
|
||||
self.fill = False
|
||||
self.selected = False
|
||||
self.difficult = difficult
|
||||
self.paintLabel = paintLabel
|
||||
|
||||
self._highlightIndex = None
|
||||
self._highlightMode = self.NEAR_VERTEX
|
||||
self._highlightSettings = {
|
||||
self.NEAR_VERTEX: (4, self.P_ROUND),
|
||||
self.MOVE_VERTEX: (1.5, self.P_SQUARE),
|
||||
}
|
||||
|
||||
self._closed = False
|
||||
|
||||
if line_color is not None:
|
||||
# Override the class line_color attribute
|
||||
# with an object attribute. Currently this
|
||||
# is used for drawing the pending line a different color.
|
||||
self.line_color = line_color
|
||||
|
||||
def close(self):
|
||||
self._closed = True
|
||||
|
||||
def reachMaxPoints(self):
|
||||
if len(self.points) >= 4:
|
||||
return True
|
||||
return False
|
||||
|
||||
def addPoint(self, point):
|
||||
if not self.reachMaxPoints():
|
||||
self.points.append(point)
|
||||
|
||||
def popPoint(self):
|
||||
if self.points:
|
||||
return self.points.pop()
|
||||
return None
|
||||
|
||||
def isClosed(self):
|
||||
return self._closed
|
||||
|
||||
def setOpen(self):
|
||||
self._closed = False
|
||||
|
||||
def paint(self, painter):
|
||||
if self.points:
|
||||
color = self.select_line_color if self.selected else self.line_color
|
||||
pen = QPen(color)
|
||||
# Try using integer sizes for smoother drawing(?)
|
||||
pen.setWidth(max(1, int(round(2.0 / self.scale))))
|
||||
painter.setPen(pen)
|
||||
|
||||
line_path = QPainterPath()
|
||||
vrtx_path = QPainterPath()
|
||||
|
||||
line_path.moveTo(self.points[0])
|
||||
# Uncommenting the following line will draw 2 paths
|
||||
# for the 1st vertex, and make it non-filled, which
|
||||
# may be desirable.
|
||||
#self.drawVertex(vrtx_path, 0)
|
||||
|
||||
for i, p in enumerate(self.points):
|
||||
line_path.lineTo(p)
|
||||
self.drawVertex(vrtx_path, i)
|
||||
if self.isClosed():
|
||||
line_path.lineTo(self.points[0])
|
||||
|
||||
painter.drawPath(line_path)
|
||||
painter.drawPath(vrtx_path)
|
||||
painter.fillPath(vrtx_path, self.vertex_fill_color)
|
||||
|
||||
# Draw text at the top-left
|
||||
if self.paintLabel:
|
||||
min_x = sys.maxsize
|
||||
min_y = sys.maxsize
|
||||
for point in self.points:
|
||||
min_x = min(min_x, point.x())
|
||||
min_y = min(min_y, point.y())
|
||||
if min_x != sys.maxsize and min_y != sys.maxsize:
|
||||
font = QFont()
|
||||
font.setPointSize(8)
|
||||
font.setBold(True)
|
||||
painter.setFont(font)
|
||||
if(self.label == None):
|
||||
self.label = ""
|
||||
if(min_y < MIN_Y_LABEL):
|
||||
min_y += MIN_Y_LABEL
|
||||
painter.drawText(min_x, min_y, self.label)
|
||||
|
||||
if self.fill:
|
||||
color = self.select_fill_color if self.selected else self.fill_color
|
||||
painter.fillPath(line_path, color)
|
||||
|
||||
def drawVertex(self, path, i):
|
||||
d = self.point_size / self.scale
|
||||
shape = self.point_type
|
||||
point = self.points[i]
|
||||
if i == self._highlightIndex:
|
||||
size, shape = self._highlightSettings[self._highlightMode]
|
||||
d *= size
|
||||
if self._highlightIndex is not None:
|
||||
self.vertex_fill_color = self.hvertex_fill_color
|
||||
else:
|
||||
self.vertex_fill_color = Shape.vertex_fill_color
|
||||
if shape == self.P_SQUARE:
|
||||
path.addRect(point.x() - d / 2, point.y() - d / 2, d, d)
|
||||
elif shape == self.P_ROUND:
|
||||
path.addEllipse(point, d / 2.0, d / 2.0)
|
||||
else:
|
||||
assert False, "unsupported vertex shape"
|
||||
|
||||
def nearestVertex(self, point, epsilon):
|
||||
for i, p in enumerate(self.points):
|
||||
if distance(p - point) <= epsilon:
|
||||
return i
|
||||
return None
|
||||
|
||||
def containsPoint(self, point):
|
||||
return self.makePath().contains(point)
|
||||
|
||||
def makePath(self):
|
||||
path = QPainterPath(self.points[0])
|
||||
for p in self.points[1:]:
|
||||
path.lineTo(p)
|
||||
return path
|
||||
|
||||
def boundingRect(self):
|
||||
return self.makePath().boundingRect()
|
||||
|
||||
def moveBy(self, offset):
|
||||
self.points = [p + offset for p in self.points]
|
||||
|
||||
def moveVertexBy(self, i, offset):
|
||||
self.points[i] = self.points[i] + offset
|
||||
|
||||
def highlightVertex(self, i, action):
|
||||
self._highlightIndex = i
|
||||
self._highlightMode = action
|
||||
|
||||
def highlightClear(self):
|
||||
self._highlightIndex = None
|
||||
|
||||
def copy(self):
|
||||
shape = Shape("%s" % self.label)
|
||||
shape.points = [p for p in self.points]
|
||||
shape.fill = self.fill
|
||||
shape.selected = self.selected
|
||||
shape._closed = self._closed
|
||||
if self.line_color != Shape.line_color:
|
||||
shape.line_color = self.line_color
|
||||
if self.fill_color != Shape.fill_color:
|
||||
shape.fill_color = self.fill_color
|
||||
shape.difficult = self.difficult
|
||||
return shape
|
||||
|
||||
def __len__(self):
|
||||
return len(self.points)
|
||||
|
||||
def __getitem__(self, key):
|
||||
return self.points[key]
|
||||
|
||||
def __setitem__(self, key, value):
|
||||
self.points[key] = value
|
|
@ -0,0 +1,86 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
|
||||
#!/usr/bin/env python
|
||||
# -*- coding: utf-8 -*-
|
||||
import re
|
||||
import os
|
||||
import sys
|
||||
import locale
|
||||
from libs.ustr import ustr
|
||||
|
||||
try:
|
||||
from PyQt5.QtCore import *
|
||||
except ImportError:
|
||||
if sys.version_info.major >= 3:
|
||||
import sip
|
||||
sip.setapi('QVariant', 2)
|
||||
from PyQt4.QtCore import *
|
||||
|
||||
|
||||
class StringBundle:
|
||||
|
||||
__create_key = object()
|
||||
|
||||
def __init__(self, create_key, localeStr):
|
||||
assert(create_key == StringBundle.__create_key), "StringBundle must be created using StringBundle.getBundle"
|
||||
self.idToMessage = {}
|
||||
paths = self.__createLookupFallbackList(localeStr)
|
||||
for path in paths:
|
||||
self.__loadBundle(path)
|
||||
|
||||
@classmethod
|
||||
def getBundle(cls, localeStr=None):
|
||||
if localeStr is None:
|
||||
try:
|
||||
localeStr = locale.getlocale()[0] if locale.getlocale() and len(
|
||||
locale.getlocale()) > 0 else os.getenv('LANG')
|
||||
except:
|
||||
print('Invalid locale')
|
||||
localeStr = 'en'
|
||||
|
||||
return StringBundle(cls.__create_key, localeStr)
|
||||
|
||||
def getString(self, stringId):
|
||||
assert(stringId in self.idToMessage), "Missing string id : " + stringId
|
||||
return self.idToMessage[stringId]
|
||||
|
||||
def __createLookupFallbackList(self, localeStr):
|
||||
resultPaths = []
|
||||
basePath = ":/strings"
|
||||
resultPaths.append(basePath)
|
||||
if localeStr is not None:
|
||||
# Don't follow standard BCP47. Simple fallback
|
||||
tags = re.split('[^a-zA-Z]', localeStr)
|
||||
for tag in tags:
|
||||
lastPath = resultPaths[-1]
|
||||
resultPaths.append(lastPath + '-' + tag)
|
||||
|
||||
return resultPaths
|
||||
|
||||
def __loadBundle(self, path):
|
||||
PROP_SEPERATOR = '='
|
||||
f = QFile(path)
|
||||
if f.exists():
|
||||
if f.open(QIODevice.ReadOnly | QFile.Text):
|
||||
text = QTextStream(f)
|
||||
text.setCodec("UTF-8")
|
||||
|
||||
while not text.atEnd():
|
||||
line = ustr(text.readLine())
|
||||
key_value = line.split(PROP_SEPERATOR)
|
||||
key = key_value[0].strip()
|
||||
value = PROP_SEPERATOR.join(key_value[1:]).strip().strip('"')
|
||||
self.idToMessage[key] = value
|
||||
|
||||
f.close()
|
|
@ -0,0 +1,51 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
try:
|
||||
from PyQt5.QtGui import *
|
||||
from PyQt5.QtCore import *
|
||||
from PyQt5.QtWidgets import *
|
||||
except ImportError:
|
||||
from PyQt4.QtGui import *
|
||||
from PyQt4.QtCore import *
|
||||
|
||||
|
||||
class ToolBar(QToolBar):
|
||||
|
||||
def __init__(self, title):
|
||||
super(ToolBar, self).__init__(title)
|
||||
layout = self.layout()
|
||||
m = (0, 0, 0, 0)
|
||||
layout.setSpacing(0)
|
||||
layout.setContentsMargins(*m)
|
||||
self.setContentsMargins(*m)
|
||||
self.setWindowFlags(self.windowFlags() | Qt.FramelessWindowHint)
|
||||
|
||||
def addAction(self, action):
|
||||
if isinstance(action, QWidgetAction):
|
||||
return super(ToolBar, self).addAction(action)
|
||||
btn = ToolButton()
|
||||
btn.setDefaultAction(action)
|
||||
btn.setToolButtonStyle(self.toolButtonStyle())
|
||||
self.addWidget(btn)
|
||||
|
||||
|
||||
class ToolButton(QToolButton):
|
||||
"""ToolBar companion class which ensures all buttons have the same size."""
|
||||
minSize = (60, 60)
|
||||
|
||||
def minimumSizeHint(self):
|
||||
ms = super(ToolButton, self).minimumSizeHint()
|
||||
w1, h1 = ms.width(), ms.height()
|
||||
w2, h2 = self.minSize
|
||||
ToolButton.minSize = max(w1, w2), max(h1, h2)
|
||||
return QSize(*ToolButton.minSize)
|
|
@ -0,0 +1,29 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
import sys
|
||||
from libs.constants import DEFAULT_ENCODING
|
||||
|
||||
def ustr(x):
|
||||
'''py2/py3 unicode helper'''
|
||||
|
||||
if sys.version_info < (3, 0, 0):
|
||||
from PyQt4.QtCore import QString
|
||||
if type(x) == str:
|
||||
return x.decode(DEFAULT_ENCODING)
|
||||
if type(x) == QString:
|
||||
#https://blog.csdn.net/friendan/article/details/51088476
|
||||
#https://blog.csdn.net/xxm524/article/details/74937308
|
||||
return unicode(x.toUtf8(), DEFAULT_ENCODING, 'ignore')
|
||||
return x
|
||||
else:
|
||||
return x
|
|
@ -0,0 +1,182 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
from math import sqrt
|
||||
from libs.ustr import ustr
|
||||
import hashlib
|
||||
import re
|
||||
import sys
|
||||
import cv2
|
||||
import numpy as np
|
||||
|
||||
try:
|
||||
from PyQt5.QtGui import *
|
||||
from PyQt5.QtCore import *
|
||||
from PyQt5.QtWidgets import *
|
||||
except ImportError:
|
||||
from PyQt4.QtGui import *
|
||||
from PyQt4.QtCore import *
|
||||
|
||||
|
||||
def newIcon(icon, iconSize=None):
|
||||
if iconSize is not None:
|
||||
return QIcon(QIcon(':/' + icon).pixmap(iconSize,iconSize))
|
||||
else:
|
||||
return QIcon(':/' + icon)
|
||||
|
||||
|
||||
def newButton(text, icon=None, slot=None):
|
||||
b = QPushButton(text)
|
||||
if icon is not None:
|
||||
b.setIcon(newIcon(icon))
|
||||
if slot is not None:
|
||||
b.clicked.connect(slot)
|
||||
return b
|
||||
|
||||
|
||||
def newAction(parent, text, slot=None, shortcut=None, icon=None,
|
||||
tip=None, checkable=False, enabled=True, iconSize=None):
|
||||
"""Create a new action and assign callbacks, shortcuts, etc."""
|
||||
a = QAction(text, parent)
|
||||
if icon is not None:
|
||||
if iconSize is not None:
|
||||
a.setIcon(newIcon(icon, iconSize))
|
||||
else:
|
||||
a.setIcon(newIcon(icon))
|
||||
if shortcut is not None:
|
||||
if isinstance(shortcut, (list, tuple)):
|
||||
a.setShortcuts(shortcut)
|
||||
else:
|
||||
a.setShortcut(shortcut)
|
||||
if tip is not None:
|
||||
a.setToolTip(tip)
|
||||
a.setStatusTip(tip)
|
||||
if slot is not None:
|
||||
a.triggered.connect(slot)
|
||||
if checkable:
|
||||
a.setCheckable(True)
|
||||
a.setEnabled(enabled)
|
||||
return a
|
||||
|
||||
|
||||
def addActions(widget, actions):
|
||||
for action in actions:
|
||||
if action is None:
|
||||
widget.addSeparator()
|
||||
elif isinstance(action, QMenu):
|
||||
widget.addMenu(action)
|
||||
else:
|
||||
widget.addAction(action)
|
||||
|
||||
|
||||
def labelValidator():
|
||||
return QRegExpValidator(QRegExp(r'^[^ \t].+'), None)
|
||||
|
||||
|
||||
class struct(object):
|
||||
|
||||
def __init__(self, **kwargs):
|
||||
self.__dict__.update(kwargs)
|
||||
|
||||
|
||||
def distance(p):
|
||||
return sqrt(p.x() * p.x() + p.y() * p.y())
|
||||
|
||||
|
||||
def fmtShortcut(text):
|
||||
mod, key = text.split('+', 1)
|
||||
return '<b>%s</b>+<b>%s</b>' % (mod, key)
|
||||
|
||||
|
||||
def generateColorByText(text):
|
||||
s = ustr(text)
|
||||
hashCode = int(hashlib.sha256(s.encode('utf-8')).hexdigest(), 16)
|
||||
r = int((hashCode / 255) % 255)
|
||||
g = int((hashCode / 65025) % 255)
|
||||
b = int((hashCode / 16581375) % 255)
|
||||
return QColor(r, g, b, 100)
|
||||
|
||||
def have_qstring():
|
||||
'''p3/qt5 get rid of QString wrapper as py3 has native unicode str type'''
|
||||
return not (sys.version_info.major >= 3 or QT_VERSION_STR.startswith('5.'))
|
||||
|
||||
def util_qt_strlistclass():
|
||||
return QStringList if have_qstring() else list
|
||||
|
||||
def natural_sort(list, key=lambda s:s):
|
||||
"""
|
||||
Sort the list into natural alphanumeric order.
|
||||
"""
|
||||
def get_alphanum_key_func(key):
|
||||
convert = lambda text: int(text) if text.isdigit() else text
|
||||
return lambda s: [convert(c) for c in re.split('([0-9]+)', key(s))]
|
||||
sort_key = get_alphanum_key_func(key)
|
||||
list.sort(key=sort_key)
|
||||
|
||||
|
||||
def get_rotate_crop_image(img, points):
|
||||
|
||||
try:
|
||||
img_crop_width = int(
|
||||
max(
|
||||
np.linalg.norm(points[0] - points[1]),
|
||||
np.linalg.norm(points[2] - points[3])))
|
||||
img_crop_height = int(
|
||||
max(
|
||||
np.linalg.norm(points[0] - points[3]),
|
||||
np.linalg.norm(points[1] - points[2])))
|
||||
pts_std = np.float32([[0, 0], [img_crop_width, 0],
|
||||
[img_crop_width, img_crop_height],
|
||||
[0, img_crop_height]])
|
||||
M = cv2.getPerspectiveTransform(points, pts_std)
|
||||
dst_img = cv2.warpPerspective(
|
||||
img,
|
||||
M, (img_crop_width, img_crop_height),
|
||||
borderMode=cv2.BORDER_REPLICATE,
|
||||
flags=cv2.INTER_CUBIC)
|
||||
dst_img_height, dst_img_width = dst_img.shape[0:2]
|
||||
if dst_img_height * 1.0 / dst_img_width >= 1.5:
|
||||
dst_img = np.rot90(dst_img)
|
||||
return dst_img
|
||||
except Exception as e:
|
||||
print(e)
|
||||
|
||||
def stepsInfo(lang='en'):
|
||||
if lang == 'ch':
|
||||
msg = "1. 安装与运行:使用上述命令安装与运行程序。\n" \
|
||||
"2. 打开文件夹:在菜单栏点击 “文件” - 打开目录 选择待标记图片的文件夹.\n"\
|
||||
"3. 自动标注:点击 ”自动标注“,使用PPOCR超轻量模型对图片文件名前图片状态为 “X” 的图片进行自动标注。\n" \
|
||||
"4. 手动标注:点击 “矩形标注”(推荐直接在英文模式下点击键盘中的 “W”),用户可对当前图片中模型未检出的部分进行手动" \
|
||||
"绘制标记框。点击键盘P,则使用四点标注模式(或点击“编辑” - “四点标注”),用户依次点击4个点后,双击左键表示标注完成。\n" \
|
||||
"5. 标记框绘制完成后,用户点击 “确认”,检测框会先被预分配一个 “待识别” 标签。\n" \
|
||||
"6. 重新识别:将图片中的所有检测画绘制/调整完成后,点击 “重新识别”,PPOCR模型会对当前图片中的**所有检测框**重新识别。\n" \
|
||||
"7. 内容更改:双击识别结果,对不准确的识别结果进行手动更改。\n" \
|
||||
"8. 保存:点击 “保存”,图片状态切换为 “√”,跳转至下一张。\n" \
|
||||
"9. 删除:点击 “删除图像”,图片将会被删除至回收站。\n" \
|
||||
"10. 标注结果:关闭应用程序或切换文件路径后,手动保存过的标签将会被存放在所打开图片文件夹下的" \
|
||||
"*Label.txt*中。在菜单栏点击 “PaddleOCR” - 保存识别结果后,会将此类图片的识别训练数据保存在*crop_img*文件夹下," \
|
||||
"识别标签保存在*rec_gt.txt*中。\n"
|
||||
else:
|
||||
msg = "1. Build and launch using the instructions above.\n" \
|
||||
"2. Click 'Open Dir' in Menu/File to select the folder of the picture.\n"\
|
||||
"3. Click 'Auto recognition', use PPOCR model to automatically annotate images which marked with 'X' before the file name."\
|
||||
"4. Create Box:\n"\
|
||||
"4.1 Click 'Create RectBox' or press 'W' in English keyboard mode to draw a new rectangle detection box. Click and release left mouse to select a region to annotate the text area.\n"\
|
||||
"4.2 Press 'P' to enter four-point labeling mode which enables you to create any four-point shape by clicking four points with the left mouse button in succession and DOUBLE CLICK the left mouse as the signal of labeling completion.\n"\
|
||||
"5. After the marking frame is drawn, the user clicks 'OK', and the detection frame will be pre-assigned a TEMPORARY label.\n"\
|
||||
"6. Click re-Recognition, model will rewrite ALL recognition results in ALL detection box.\n"\
|
||||
"7. Double click the result in 'recognition result' list to manually change inaccurate recognition results.\n"\
|
||||
"8. Click 'Save', the image status will switch to '√',then the program automatically jump to the next.\n"\
|
||||
"9. Click 'Delete Image' and the image will be deleted to the recycle bin.\n"\
|
||||
"10. Labeling result: After closing the application or switching the file path, the manually saved label will be stored in *Label.txt* under the opened picture folder.\n"\
|
||||
" Click PaddleOCR-Save Recognition Results in the menu bar, the recognition training data of such pictures will be saved in the *crop_img* folder, and the recognition label will be saved in *rec_gt.txt*.\n"
|
||||
return msg
|
|
@ -0,0 +1,146 @@
|
|||
#!/usr/bin/env python
|
||||
# -*- coding: utf8 -*-
|
||||
import sys
|
||||
import os
|
||||
from xml.etree import ElementTree
|
||||
from xml.etree.ElementTree import Element, SubElement
|
||||
from lxml import etree
|
||||
import codecs
|
||||
from libs.constants import DEFAULT_ENCODING
|
||||
|
||||
TXT_EXT = '.txt'
|
||||
ENCODE_METHOD = DEFAULT_ENCODING
|
||||
|
||||
class YOLOWriter:
|
||||
|
||||
def __init__(self, foldername, filename, imgSize, databaseSrc='Unknown', localImgPath=None):
|
||||
self.foldername = foldername
|
||||
self.filename = filename
|
||||
self.databaseSrc = databaseSrc
|
||||
self.imgSize = imgSize
|
||||
self.boxlist = []
|
||||
self.localImgPath = localImgPath
|
||||
self.verified = False
|
||||
|
||||
def addBndBox(self, xmin, ymin, xmax, ymax, name, difficult):
|
||||
bndbox = {'xmin': xmin, 'ymin': ymin, 'xmax': xmax, 'ymax': ymax}
|
||||
bndbox['name'] = name
|
||||
bndbox['difficult'] = difficult
|
||||
self.boxlist.append(bndbox)
|
||||
|
||||
def BndBox2YoloLine(self, box, classList=[]):
|
||||
xmin = box['xmin']
|
||||
xmax = box['xmax']
|
||||
ymin = box['ymin']
|
||||
ymax = box['ymax']
|
||||
|
||||
xcen = float((xmin + xmax)) / 2 / self.imgSize[1]
|
||||
ycen = float((ymin + ymax)) / 2 / self.imgSize[0]
|
||||
|
||||
w = float((xmax - xmin)) / self.imgSize[1]
|
||||
h = float((ymax - ymin)) / self.imgSize[0]
|
||||
|
||||
# PR387
|
||||
boxName = box['name']
|
||||
if boxName not in classList:
|
||||
classList.append(boxName)
|
||||
|
||||
classIndex = classList.index(boxName)
|
||||
|
||||
return classIndex, xcen, ycen, w, h
|
||||
|
||||
def save(self, classList=[], targetFile=None):
|
||||
|
||||
out_file = None #Update yolo .txt
|
||||
out_class_file = None #Update class list .txt
|
||||
|
||||
if targetFile is None:
|
||||
out_file = open(
|
||||
self.filename + TXT_EXT, 'w', encoding=ENCODE_METHOD)
|
||||
classesFile = os.path.join(os.path.dirname(os.path.abspath(self.filename)), "classes.txt")
|
||||
out_class_file = open(classesFile, 'w')
|
||||
|
||||
else:
|
||||
out_file = codecs.open(targetFile, 'w', encoding=ENCODE_METHOD)
|
||||
classesFile = os.path.join(os.path.dirname(os.path.abspath(targetFile)), "classes.txt")
|
||||
out_class_file = open(classesFile, 'w')
|
||||
|
||||
|
||||
for box in self.boxlist:
|
||||
classIndex, xcen, ycen, w, h = self.BndBox2YoloLine(box, classList)
|
||||
# print (classIndex, xcen, ycen, w, h)
|
||||
out_file.write("%d %.6f %.6f %.6f %.6f\n" % (classIndex, xcen, ycen, w, h))
|
||||
|
||||
# print (classList)
|
||||
# print (out_class_file)
|
||||
for c in classList:
|
||||
out_class_file.write(c+'\n')
|
||||
|
||||
out_class_file.close()
|
||||
out_file.close()
|
||||
|
||||
|
||||
|
||||
class YoloReader:
|
||||
|
||||
def __init__(self, filepath, image, classListPath=None):
|
||||
# shapes type:
|
||||
# [labbel, [(x1,y1), (x2,y2), (x3,y3), (x4,y4)], color, color, difficult]
|
||||
self.shapes = []
|
||||
self.filepath = filepath
|
||||
|
||||
if classListPath is None:
|
||||
dir_path = os.path.dirname(os.path.realpath(self.filepath))
|
||||
self.classListPath = os.path.join(dir_path, "classes.txt")
|
||||
else:
|
||||
self.classListPath = classListPath
|
||||
|
||||
# print (filepath, self.classListPath)
|
||||
|
||||
classesFile = open(self.classListPath, 'r')
|
||||
self.classes = classesFile.read().strip('\n').split('\n')
|
||||
|
||||
# print (self.classes)
|
||||
|
||||
imgSize = [image.height(), image.width(),
|
||||
1 if image.isGrayscale() else 3]
|
||||
|
||||
self.imgSize = imgSize
|
||||
|
||||
self.verified = False
|
||||
# try:
|
||||
self.parseYoloFormat()
|
||||
# except:
|
||||
# pass
|
||||
|
||||
def getShapes(self):
|
||||
return self.shapes
|
||||
|
||||
def addShape(self, label, xmin, ymin, xmax, ymax, difficult):
|
||||
|
||||
points = [(xmin, ymin), (xmax, ymin), (xmax, ymax), (xmin, ymax)]
|
||||
self.shapes.append((label, points, None, None, difficult))
|
||||
|
||||
def yoloLine2Shape(self, classIndex, xcen, ycen, w, h):
|
||||
label = self.classes[int(classIndex)]
|
||||
|
||||
xmin = max(float(xcen) - float(w) / 2, 0)
|
||||
xmax = min(float(xcen) + float(w) / 2, 1)
|
||||
ymin = max(float(ycen) - float(h) / 2, 0)
|
||||
ymax = min(float(ycen) + float(h) / 2, 1)
|
||||
|
||||
xmin = int(self.imgSize[1] * xmin)
|
||||
xmax = int(self.imgSize[1] * xmax)
|
||||
ymin = int(self.imgSize[0] * ymin)
|
||||
ymax = int(self.imgSize[0] * ymax)
|
||||
|
||||
return label, xmin, ymin, xmax, ymax
|
||||
|
||||
def parseYoloFormat(self):
|
||||
bndBoxFile = open(self.filepath, 'r')
|
||||
for bndBox in bndBoxFile:
|
||||
classIndex, xcen, ycen, w, h = bndBox.strip().split(' ')
|
||||
label, xmin, ymin, xmax, ymax = self.yoloLine2Shape(classIndex, xcen, ycen, w, h)
|
||||
|
||||
# Caveat: difficult flag is discarded when saved as yolo format.
|
||||
self.addShape(label, xmin, ymin, xmax, ymax, False)
|
|
@ -0,0 +1,38 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
try:
|
||||
from PyQt5.QtGui import *
|
||||
from PyQt5.QtCore import *
|
||||
from PyQt5.QtWidgets import *
|
||||
except ImportError:
|
||||
from PyQt4.QtGui import *
|
||||
from PyQt4.QtCore import *
|
||||
|
||||
|
||||
class ZoomWidget(QSpinBox):
|
||||
|
||||
def __init__(self, value=100):
|
||||
super(ZoomWidget, self).__init__()
|
||||
self.setButtonSymbols(QAbstractSpinBox.NoButtons)
|
||||
self.setRange(1, 500)
|
||||
self.setSuffix(' %')
|
||||
self.setValue(value)
|
||||
self.setToolTip(u'Zoom Level')
|
||||
self.setStatusTip(self.toolTip())
|
||||
self.setAlignment(Qt.AlignCenter)
|
||||
|
||||
def minimumSizeHint(self):
|
||||
height = super(ZoomWidget, self).minimumSizeHint().height()
|
||||
fm = QFontMetrics(self.font())
|
||||
width = fm.width(str(self.maximum()))
|
||||
return QSize(width, height)
|
|
@ -0,0 +1,2 @@
|
|||
pyqt5==5.10.1
|
||||
lxml==4.2.4
|
|
@ -0,0 +1,40 @@
|
|||
<!DOCTYPE RCC><RCC version="1.0">
|
||||
<qresource>
|
||||
|
||||
<file alias="help">resources/icons/help.png</file>
|
||||
<file alias="app">resources/icons/app.png</file>
|
||||
<file alias="Auto">resources/icons/Auto.png</file>
|
||||
<file alias="reRec">resources/icons/reRec.png</file>
|
||||
<file alias="expert">resources/icons/expert2.png</file>
|
||||
<file alias="done">resources/icons/done.png</file>
|
||||
<file alias="file">resources/icons/file.png</file>
|
||||
<file alias="labels">resources/icons/labels.png</file>
|
||||
<file alias="new">resources/icons/objects.png</file>
|
||||
<file alias="close">resources/icons/close.png</file>
|
||||
<file alias="fit-width">resources/icons/fit-width.png</file>
|
||||
<file alias="fit-window">resources/icons/fit-window.png</file>
|
||||
<file alias="undo">resources/icons/undo.png</file>
|
||||
<file alias="hide">resources/icons/eye.png</file>
|
||||
<file alias="quit">resources/icons/quit.png</file>
|
||||
<file alias="copy">resources/icons/copy.png</file>
|
||||
<file alias="edit">resources/icons/edit.png</file>
|
||||
<file alias="open">resources/icons/open.png</file>
|
||||
<file alias="save">resources/icons/save.png</file>
|
||||
<file alias="format_voc">resources/icons/format_voc.png</file>
|
||||
<file alias="format_yolo">resources/icons/format_yolo.png</file>
|
||||
<file alias="save-as">resources/icons/save-as.png</file>
|
||||
<file alias="color">resources/icons/color.png</file>
|
||||
<file alias="color_line">resources/icons/color_line.png</file>
|
||||
<file alias="zoom">resources/icons/zoom.png</file>
|
||||
<file alias="zoom-in">resources/icons/zoom-in.png</file>
|
||||
<file alias="zoom-out">resources/icons/zoom-out.png</file>
|
||||
<file alias="delete">resources/icons/cancel.png</file>
|
||||
<file alias="next">resources/icons/next.png</file>
|
||||
<file alias="prev">resources/icons/prev.png</file>
|
||||
<file alias="resetall">resources/icons/resetall.png</file>
|
||||
<file alias="verify">resources/icons/verify.png</file>
|
||||
<file alias="strings">resources/strings/strings.properties</file>
|
||||
<file alias="strings-zh-TW">resources/strings/strings-zh-TW.properties</file>
|
||||
<file alias="strings-zh-CN">resources/strings/strings-zh-CN.properties</file>
|
||||
</qresource>
|
||||
</RCC>
|
After Width: | Height: | Size: 7.7 KiB |
After Width: | Height: | Size: 7.7 KiB |
|
@ -0,0 +1 @@
|
|||
<?xml version="1.0" standalone="no"?><!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg t="1605840513947" class="icon" viewBox="0 0 1036 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="570" xmlns:xlink="http://www.w3.org/1999/xlink" width="202.34375" height="200"><defs><style type="text/css"></style></defs><path d="M938.74776 69.162438L893.455144 52.837457a67.26383 67.26383 0 1 0-20.007307 64.317969l42.469499 15.465771c28.722146 10.433258 53.516478 49.097686 53.516478 83.466066v598.869028c0 34.000148-24.548843 72.664576-53.639223 82.729601l-38.296195 13.501863a67.26383 67.26383 0 1 0 14.115585 66.650109l46.397313-16.447724c55.60313-19.51633 98.195372-83.711555 98.195373-146.311105V216.210008c0-62.354061-42.960475-126.917519-98.195373-147.293059zM222.16703 888.971053a66.895597 66.895597 0 0 0-52.166292 24.548843L121.516773 897.440403A89.1123 89.1123 0 0 1 67.26383 822.443688V208.722611a89.97151 89.97151 0 0 1 54.252943-76.101414l51.920803-18.657121a67.632063 67.632063 0 1 0-15.465771-65.913643L98.195372 69.285182A157.358084 157.358084 0 0 0 0 208.722611v613.721077a156.253386 156.253386 0 0 0 99.30007 138.332731L159.56748 982.011168a67.509318 67.509318 0 1 0 62.59955-93.040115z" fill="#444444" p-id="571"></path><path d="M426.29066 572.413721l86.780161-205.105584 91.935417 205.105584z m282.311696 230.759125h119.798354l-267.58239-592.854561-98.195372 1.104698-251.625642 592.118096 118.079936-1.350187L380.507068 680.183142h272.492158l55.112153 122.744215z" fill="#444444" p-id="572"></path></svg>
|
After Width: | Height: | Size: 1.5 KiB |
After Width: | Height: | Size: 2.1 KiB |
After Width: | Height: | Size: 3.0 KiB |
After Width: | Height: | Size: 1.4 KiB |
After Width: | Height: | Size: 2.3 KiB |
After Width: | Height: | Size: 646 B |
After Width: | Height: | Size: 1.5 KiB |
After Width: | Height: | Size: 2.1 KiB |
|
@ -0,0 +1,400 @@
|
|||
<?xml version="1.0" encoding="UTF-8" standalone="no"?>
|
||||
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 20010904//EN"
|
||||
"http://www.w3.org/TR/2001/REC-SVG-20010904/DTD/svg10.dtd">
|
||||
<!-- Created with Sodipodi ("http://www.sodipodi.com/") -->
|
||||
<svg
|
||||
width="48pt"
|
||||
height="48pt"
|
||||
viewBox="0 0 256 256"
|
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|
||||
IR=图片缩放
|
||||
autoRecognition=自动标注
|
||||
reRecognition=重新识别
|
||||
mfile=文件
|
||||
medit=编辑
|
||||
mview=视图
|
||||
mhelp=帮助
|
||||
iconList=缩略图
|
||||
detectionBoxposition=检测框位置
|
||||
recognitionResult=识别结果
|
||||
creatPolygon=四点标注
|
||||
drawSquares=正方形标注
|
||||
saveRec=保存识别结果
|
||||
tempLabel=待识别
|
||||
steps=操作步骤
|
||||
choseModelLg=选择模型语言
|
||||
cancel=取消
|
||||
ok=确认
|
||||
autolabeling=自动标注中
|
||||
hideBox=隐藏所有标注
|
||||
showBox=显示所有标注
|
|
@ -0,0 +1,70 @@
|
|||
saveAsDetail=將標籤保存到其他文件
|
||||
changeSaveDir=改變存放目錄
|
||||
openFile=開啟檔案
|
||||
shapeLineColorDetail=更改線條顏色
|
||||
resetAll=重置
|
||||
crtBox=創建區塊
|
||||
crtBoxDetail=畫一個區塊
|
||||
dupBoxDetail=複製區塊
|
||||
verifyImg=驗證圖像
|
||||
zoominDetail=放大
|
||||
verifyImgDetail=驗證圖像
|
||||
saveDetail=將標籤存到
|
||||
openFileDetail=打開圖像
|
||||
fitWidthDetail=調整到窗口寬度
|
||||
tutorial=YouTube教學
|
||||
editLabel=編輯標籤
|
||||
openAnnotationDetail=打開標籤文件
|
||||
quit=結束
|
||||
shapeFillColorDetail=更改填充顏色
|
||||
closeCurDetail=關閉目前檔案
|
||||
closeCur=關閉
|
||||
deleteImg=刪除圖像
|
||||
deleteImgDetail=刪除目前圖像
|
||||
fitWin=調整到跟窗口一樣大小
|
||||
delBox=刪除選取區塊
|
||||
boxLineColorDetail=選擇框線顏色
|
||||
originalsize=原始大小
|
||||
resetAllDetail=重設所有設定
|
||||
zoomoutDetail=畫面放大
|
||||
save=儲存
|
||||
saveAs=另存為
|
||||
fitWinDetail=縮放到窗口一樣
|
||||
openDir=開啟目錄
|
||||
copyPrevBounding=複製當前圖像中的上一個邊界框
|
||||
showHide=顯示/隱藏標籤
|
||||
changeSaveFormat=更改儲存格式
|
||||
shapeFillColor=填充顏色
|
||||
quitApp=離開本程式
|
||||
dupBox=複製區塊
|
||||
delBoxDetail=刪除區塊
|
||||
zoomin=放大畫面
|
||||
info=資訊
|
||||
openAnnotation=開啟標籤
|
||||
prevImgDetail=上一個圖像
|
||||
fitWidth=縮放到跟畫面一樣寬
|
||||
zoomout=縮小畫面
|
||||
changeSavedAnnotationDir=更改預設標籤存的目錄
|
||||
nextImgDetail=下一個圖像
|
||||
originalsizeDetail=放大到原始大小
|
||||
prevImg=上一個圖像
|
||||
tutorialDetail=顯示示範內容
|
||||
shapeLineColor=形狀線條顏色
|
||||
boxLineColor=日期分隔線顏色
|
||||
editLabelDetail=修改所選區塊的標籤
|
||||
nextImg=下一張圖片
|
||||
useDefaultLabel=使用預設標籤
|
||||
useDifficult=有難度的
|
||||
boxLabelText=區塊的標籤
|
||||
labels=標籤
|
||||
autoSaveMode=自動儲存模式
|
||||
singleClsMode=單一類別模式
|
||||
displayLabel=顯示類別
|
||||
fileList=檔案清單
|
||||
files=檔案
|
||||
iconList=XX
|
||||
icon=XX
|
||||
advancedMode=進階模式
|
||||
advancedModeDetail=切到進階模式
|
||||
showAllBoxDetail=顯示所有區塊
|
||||
hideAllBoxDetail=隱藏所有區塊
|
|
@ -0,0 +1,96 @@
|
|||
openFile=Open
|
||||
openFileDetail=Open image or label file
|
||||
quit=Quit
|
||||
quitApp=Quit application
|
||||
openDir=Open Dir
|
||||
copyPrevBounding=Copy previous Bounding Boxes in the current image
|
||||
changeSavedAnnotationDir=Change default saved Annotation dir
|
||||
openAnnotation=Open Annotation
|
||||
openAnnotationDetail=Open an annotation file
|
||||
changeSaveDir=Change Save Dir
|
||||
nextImg=Next Image
|
||||
nextImgDetail=Open the next Image
|
||||
prevImg=Prev Image
|
||||
prevImgDetail=Open the previous Image
|
||||
verifyImg=Verify Image
|
||||
verifyImgDetail=Verify Image
|
||||
save=Save
|
||||
saveDetail=Save the labels to a file
|
||||
changeSaveFormat=Change save format
|
||||
saveAs=Save As
|
||||
saveAsDetail=Save the labels to a different file
|
||||
closeCur=Close
|
||||
closeCurDetail=Close the current file
|
||||
deleteImg=Delete current image
|
||||
deleteImgDetail=Delete the current image
|
||||
resetAll=Reset Interface and Save Dir
|
||||
resetAllDetail=Reset All
|
||||
boxLineColor=Box Line Color
|
||||
boxLineColorDetail=Choose Box line color
|
||||
crtBox=Create RectBox
|
||||
crtBoxDetail=Draw a new box
|
||||
delBox=Delete RectBox
|
||||
delBoxDetail=Remove the box
|
||||
dupBox=Duplicate RectBox
|
||||
dupBoxDetail=Create a duplicate of the selected box
|
||||
tutorial=PaddleOCR url
|
||||
tutorialDetail=Show demo
|
||||
info=Information
|
||||
zoomin=Zoom In
|
||||
zoominDetail=Increase zoom level
|
||||
zoomout=Zoom Out
|
||||
zoomoutDetail=Decrease zoom level
|
||||
originalsize=Original size
|
||||
originalsizeDetail=Zoom to original size
|
||||
fitWin=Fit Window
|
||||
fitWinDetail=Zoom follows window size
|
||||
fitWidth=Fit Width
|
||||
fitWidthDetail=Zoom follows window width
|
||||
editLabel=Edit Label
|
||||
editLabelDetail=Modify the label of the selected Box
|
||||
shapeLineColor=Shape Line Color
|
||||
shapeLineColorDetail=Change the line color for this specific shape
|
||||
shapeFillColor=Shape Fill Color
|
||||
shapeFillColorDetail=Change the fill color for this specific shape
|
||||
showHide=Show/Hide Label Panel
|
||||
useDefaultLabel=Use default label
|
||||
useDifficult=Difficult
|
||||
boxLabelText=Box Labels
|
||||
labels=Labels
|
||||
autoSaveMode=Auto Save mode
|
||||
singleClsMode=Single Class Mode
|
||||
displayLabel=Display Labels
|
||||
fileList=File List
|
||||
files=Files
|
||||
advancedMode=Advanced Mode
|
||||
advancedModeDetail=Swtich to advanced mode
|
||||
showAllBoxDetail=Show all bounding boxes
|
||||
hideAllBoxDetail=Hide all bounding boxes
|
||||
annoPanel=anno Panel
|
||||
anno=anno
|
||||
addNewBbox=new bbox
|
||||
reLabel=reLabel
|
||||
choosemodel=Choose OCR model
|
||||
tipchoosemodel=Choose OCR model from dir
|
||||
ImageResize=Image Resize
|
||||
IR=Image Resize
|
||||
autoRecognition=Auto Recognition
|
||||
reRecognition=Re-recognition
|
||||
mfile=File
|
||||
medit=Eidt
|
||||
mview=View
|
||||
mhelp=Help
|
||||
iconList=Icon List
|
||||
detectionBoxposition=Detection box position
|
||||
recognitionResult=Recognition result
|
||||
creatPolygon=Create Quadrilateral
|
||||
drawSquares=Draw Squares
|
||||
saveRec=Save Recognition Result
|
||||
tempLabel=TEMPORARY
|
||||
steps=Steps
|
||||
choseModelLg=Choose Model Language
|
||||
cancel=Cancel
|
||||
ok=OK
|
||||
autolabeling=Automatic Labeling
|
||||
hideBox=Hide All Box
|
||||
showBox=Show All Box
|
|
@ -0,0 +1,8 @@
|
|||
[bumpversion]
|
||||
commit = True
|
||||
tag = True
|
||||
|
||||
[bumpversion:file:setup.py]
|
||||
|
||||
[bdist_wheel]
|
||||
universal = 1
|
|
@ -0,0 +1,139 @@
|
|||
# Copyright (c) <2015-Present> Tzutalin
|
||||
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
|
||||
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
|
||||
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
|
||||
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
|
||||
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
|
||||
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
|
||||
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
|
||||
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
|
||||
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
|
||||
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
||||
# THE SOFTWARE.
|
||||
|
||||
#!/usr/bin/env python
|
||||
# -*- coding: utf-8 -*-
|
||||
|
||||
from setuptools import setup, find_packages, Command
|
||||
from sys import platform as _platform
|
||||
from shutil import rmtree
|
||||
import sys
|
||||
import os
|
||||
|
||||
here = os.path.abspath(os.path.dirname(__file__))
|
||||
NAME = 'labelImg'
|
||||
REQUIRES_PYTHON = '>=3.0.0'
|
||||
REQUIRED_DEP = ['pyqt5', 'lxml']
|
||||
about = {}
|
||||
|
||||
with open(os.path.join(here, 'libs', '__init__.py')) as f:
|
||||
exec(f.read(), about)
|
||||
|
||||
with open('README.rst') as readme_file:
|
||||
readme = readme_file.read()
|
||||
|
||||
with open('HISTORY.rst') as history_file:
|
||||
history = history_file.read()
|
||||
|
||||
|
||||
# OS specific settings
|
||||
SET_REQUIRES = []
|
||||
if _platform == "linux" or _platform == "linux2":
|
||||
# linux
|
||||
print('linux')
|
||||
elif _platform == "darwin":
|
||||
# MAC OS X
|
||||
SET_REQUIRES.append('py2app')
|
||||
|
||||
required_packages = find_packages()
|
||||
required_packages.append('labelImg')
|
||||
|
||||
APP = [NAME + '.py']
|
||||
OPTIONS = {
|
||||
'argv_emulation': True,
|
||||
'iconfile': 'resources/icons/app.icns'
|
||||
}
|
||||
|
||||
class UploadCommand(Command):
|
||||
"""Support setup.py upload."""
|
||||
|
||||
description=readme + '\n\n' + history,
|
||||
|
||||
user_options = []
|
||||
|
||||
@staticmethod
|
||||
def status(s):
|
||||
"""Prints things in bold."""
|
||||
print('\033[1m{0}\033[0m'.format(s))
|
||||
|
||||
def initialize_options(self):
|
||||
pass
|
||||
|
||||
def finalize_options(self):
|
||||
pass
|
||||
|
||||
def run(self):
|
||||
try:
|
||||
self.status('Removing previous builds…')
|
||||
rmtree(os.path.join(here, 'dist'))
|
||||
except OSError:
|
||||
self.status('Fail to remove previous builds..')
|
||||
pass
|
||||
|
||||
self.status('Building Source and Wheel (universal) distribution…')
|
||||
os.system(
|
||||
'{0} setup.py sdist bdist_wheel --universal'.format(sys.executable))
|
||||
|
||||
self.status('Uploading the package to PyPI via Twine…')
|
||||
os.system('twine upload dist/*')
|
||||
|
||||
self.status('Pushing git tags…')
|
||||
os.system('git tag -d v{0}'.format(about['__version__']))
|
||||
os.system('git tag v{0}'.format(about['__version__']))
|
||||
# os.system('git push --tags')
|
||||
|
||||
sys.exit()
|
||||
|
||||
|
||||
setup(
|
||||
app=APP,
|
||||
name=NAME,
|
||||
version=about['__version__'],
|
||||
description="LabelImg is a graphical image annotation tool and label object bounding boxes in images",
|
||||
long_description=readme + '\n\n' + history,
|
||||
author="TzuTa Lin",
|
||||
author_email='tzu.ta.lin@gmail.com',
|
||||
url='https://github.com/tzutalin/labelImg',
|
||||
python_requires=REQUIRES_PYTHON,
|
||||
package_dir={'labelImg': '.'},
|
||||
packages=required_packages,
|
||||
entry_points={
|
||||
'console_scripts': [
|
||||
'labelImg=labelImg.labelImg:main'
|
||||
]
|
||||
},
|
||||
include_package_data=True,
|
||||
install_requires=REQUIRED_DEP,
|
||||
license="MIT license",
|
||||
zip_safe=False,
|
||||
keywords='labelImg labelTool development annotation deeplearning',
|
||||
classifiers=[
|
||||
'Development Status :: 5 - Production/Stable',
|
||||
'Intended Audience :: Developers',
|
||||
'License :: OSI Approved :: MIT License',
|
||||
'Natural Language :: English',
|
||||
'Programming Language :: Python :: 3',
|
||||
'Programming Language :: Python :: 3.3',
|
||||
'Programming Language :: Python :: 3.4',
|
||||
'Programming Language :: Python :: 3.5',
|
||||
'Programming Language :: Python :: 3.6',
|
||||
'Programming Language :: Python :: 3.7',
|
||||
],
|
||||
package_data={'data/predefined_classes.txt': ['data/predefined_classes.txt']},
|
||||
options={'py2app': OPTIONS},
|
||||
setup_requires=SET_REQUIRES,
|
||||
# $ setup.py publish support.
|
||||
cmdclass={
|
||||
'upload': UploadCommand,
|
||||
}
|
||||
)
|
48
README.md
|
@ -1,13 +1,14 @@
|
|||
English | [简体中文](README_ch.md)
|
||||
|
||||
## Introduction
|
||||
PaddleOCR aims to create rich, leading, and practical OCR tools that help users train better models and apply them into practice.
|
||||
PaddleOCR aims to create multilingual, awesome, leading, and practical OCR tools that help users train better models and apply them into practice.
|
||||
|
||||
**Recent updates**
|
||||
- 2020.11.25 Update a new data annotation tool, i.e., [PPOCRLabel](./PPOCRLabel/README_en.md), which is helpful to improve the labeling efficiency. Moreover, the labeling results can be used in training of the PP-OCR system directly.
|
||||
- 2020.9.22 Update the PP-OCR technical article, https://arxiv.org/abs/2009.09941
|
||||
- 2020.9.19 Update the ultra lightweight compressed ppocr_mobile_slim series models, the overall model size is 3.5M (see [PP-OCR Pipeline](#PP-OCR-Pipeline)), suitable for mobile deployment. [Model Downloads](#Supported-Chinese-model-list)
|
||||
- 2020.9.17 Update the ultra lightweight ppocr_mobile series and general ppocr_server series Chinese and English ocr models, which are comparable to commercial effects. [Model Downloads](#Supported-Chinese-model-list)
|
||||
- 2020.9.17 update [English recognition model](./doc/doc_en/models_list_en.md#english-recognition-model) and [Multilingual recognition model](doc/doc_en/models_list_en.md#english-recognition-model), `German`, `French`, `Japanese` and `Korean` have been supported. Models for more languages will continue to be updated.
|
||||
- 2020.9.17 update [English recognition model](./doc/doc_en/models_list_en.md#english-recognition-model) and [Multilingual recognition model](doc/doc_en/models_list_en.md#english-recognition-model), `English`, `Chinese`, `German`, `French`, `Japanese` and `Korean` have been supported. Models for more languages will continue to be updated.
|
||||
- 2020.8.24 Support the use of PaddleOCR through whl package installation,please refer [PaddleOCR Package](./doc/doc_en/whl_en.md)
|
||||
- 2020.8.21 Update the replay and PPT of the live lesson at Bilibili on August 18, lesson 2, easy to learn and use OCR tool spree. [Get Address](https://aistudio.baidu.com/aistudio/education/group/info/1519)
|
||||
- [more](./doc/doc_en/update_en.md)
|
||||
|
@ -64,39 +65,47 @@ Mobile DEMO experience (based on EasyEdge and Paddle-Lite, supports iOS and Andr
|
|||
| Chinese and English ultra-lightweight OCR model (8.1M) | ch_ppocr_mobile_v1.1_xx | Mobile & server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/cls/ch_ppocr_mobile_v1.1_cls_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/cls/ch_ppocr_mobile_v1.1_cls_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/rec/ch_ppocr_mobile_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/rec/ch_ppocr_mobile_v1.1_rec_pre.tar) |
|
||||
| Chinese and English general OCR model (155.1M) | ch_ppocr_server_v1.1_xx | Server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/server/det/ch_ppocr_server_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/server/det/ch_ppocr_server_v1.1_det_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/cls/ch_ppocr_mobile_v1.1_cls_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/cls/ch_ppocr_mobile_v1.1_cls_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/server/rec/ch_ppocr_server_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/server/rec/ch_ppocr_server_v1.1_rec_pre.tar) |
|
||||
| Chinese and English ultra-lightweight compressed OCR model (3.5M) | ch_ppocr_mobile_slim_v1.1_xx | Mobile | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile-slim/det/ch_ppocr_mobile_v1.1_det_prune_infer.tar) / [slim model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/lite/ch_ppocr_mobile_v1.1_det_prune_opt.nb) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/cls/ch_ppocr_mobile_v1.1_cls_quant_infer.tar) / [slim model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/lite/ch_ppocr_mobile_v1.1_cls_quant_opt.nb) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile-slim/rec/ch_ppocr_mobile_v1.1_rec_quant_infer.tar) / [slim model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/lite/ch_ppocr_mobile_v1.1_rec_quant_opt.nb) |
|
||||
| French ultra-lightweight OCR model (4.6M) | french_ppocr_mobile_v1.1_xx | Mobile & server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_train.tar) | - | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/fr/french_ppocr_mobile_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/fr/french_ppocr_mobile_v1.1_rec_train.tar) |
|
||||
| German ultra-lightweight OCR model (4.6M) | german_ppocr_mobile_v1.1_xx | Mobile & server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_train.tar) | - |[inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/ge/german_ppocr_mobile_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/ge/german_ppocr_mobile_v1.1_rec_train.tar) |
|
||||
| Korean ultra-lightweight OCR model (5.9M) | korean_ppocr_mobile_v1.1_xx | Mobile & server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_train.tar) | - |[inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/kr/korean_ppocr_mobile_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/kr/korean_ppocr_mobile_v1.1_rec_train.tar)|
|
||||
| Japan ultra-lightweight OCR model (6.2M) | japan_ppocr_mobile_v1.1_xx | Mobile & server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_train.tar) | - |[inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/jp/japan_ppocr_mobile_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/jp/japan_ppocr_mobile_v1.1_rec_train.tar) |
|
||||
|
||||
For more model downloads (including multiple languages), please refer to [PP-OCR v1.1 series model downloads](./doc/doc_en/models_list_en.md)
|
||||
For more model downloads (including multiple languages), please refer to [PP-OCR v1.1 series model downloads](./doc/doc_en/models_list_en.md).
|
||||
|
||||
For a new language request, please refer to [Guideline for new language_requests](#language_requests).
|
||||
|
||||
## Tutorials
|
||||
- [Installation](./doc/doc_en/installation_en.md)
|
||||
- [Quick Start](./doc/doc_en/quickstart_en.md)
|
||||
- [Code Structure](./doc/doc_en/tree_en.md)
|
||||
- Algorithm introduction
|
||||
- Algorithm Introduction
|
||||
- [Text Detection Algorithm](./doc/doc_en/algorithm_overview_en.md)
|
||||
- [Text Recognition Algorithm](./doc/doc_en/algorithm_overview_en.md)
|
||||
- [PP-OCR Pipeline](#PP-OCR-Pipeline)
|
||||
- Model training/evaluation
|
||||
- Model Training/Evaluation
|
||||
- [Text Detection](./doc/doc_en/detection_en.md)
|
||||
- [Text Recognition](./doc/doc_en/recognition_en.md)
|
||||
- [Direction Classification](./doc/doc_en/angle_class_en.md)
|
||||
- [Yml Configuration](./doc/doc_en/config_en.md)
|
||||
- Inference and Deployment
|
||||
- [Quick inference based on pip](./doc/doc_en/whl_en.md)
|
||||
- [Quick Inference Based on PIP](./doc/doc_en/whl_en.md)
|
||||
- [Python Inference](./doc/doc_en/inference_en.md)
|
||||
- [C++ Inference](./deploy/cpp_infer/readme_en.md)
|
||||
- [Serving](./deploy/hubserving/readme_en.md)
|
||||
- [Mobile](./deploy/lite/readme_en.md)
|
||||
- [Model Quantization](./deploy/slim/quantization/README_en.md)
|
||||
- [Model Compression](./deploy/slim/prune/README_en.md)
|
||||
- [Benchmark](./doc/doc_en/benchmark_en.md)
|
||||
- [Benchmark](./doc/doc_en/benchmark_en.md)
|
||||
- Data Annotation and Synthesis
|
||||
- [Semi-automatic Annotation Tool](./PPOCRLabel/README_en.md)
|
||||
- [Data Annotation Tools](./doc/doc_en/data_annotation_en.md)
|
||||
- [Data Synthesis Tools](./doc/doc_en/data_synthesis_en.md)
|
||||
- Datasets
|
||||
- [General OCR Datasets(Chinese/English)](./doc/doc_en/datasets_en.md)
|
||||
- [HandWritten_OCR_Datasets(Chinese)](./doc/doc_en/handwritten_datasets_en.md)
|
||||
- [Various OCR Datasets(multilingual)](./doc/doc_en/vertical_and_multilingual_datasets_en.md)
|
||||
- [Data Annotation Tools](./doc/doc_en/data_annotation_en.md)
|
||||
- [Data Synthesis Tools](./doc/doc_en/data_synthesis_en.md)
|
||||
- [Visualization](#Visualization)
|
||||
- [New language requests](#language_requests)
|
||||
- [FAQ](./doc/doc_en/FAQ_en.md)
|
||||
- [Community](#Community)
|
||||
- [References](./doc/doc_en/reference_en.md)
|
||||
|
@ -136,6 +145,23 @@ PP-OCR is a practical ultra-lightweight OCR system. It is mainly composed of thr
|
|||
</div>
|
||||
|
||||
|
||||
<a name="language_requests"></a>
|
||||
## Guideline for new language requests
|
||||
|
||||
If you want to request a new language support, a PR with 2 following files are needed:
|
||||
|
||||
1. In folder [ppocr/utils/dict](https://github.com/PaddlePaddle/PaddleOCR/tree/develop/ppocr/utils/dict),
|
||||
it is necessary to submit the dict text to this path and name it with `{language}_dict.txt` that contains a list of all characters. Please see the format example from other files in that folder.
|
||||
|
||||
2. In folder [ppocr/utils/corpus](https://github.com/PaddlePaddle/PaddleOCR/tree/develop/ppocr/utils/corpus),
|
||||
it is necessary to submit the corpus to this path and name it with `{language}_corpus.txt` that contains a list of words in your language.
|
||||
Maybe, 50000 words per language is necessary at least.
|
||||
Of course, the more, the better.
|
||||
|
||||
If your language has unique elements, please tell me in advance within any way, such as useful links, wikipedia and so on.
|
||||
|
||||
More details, please refer to [Multilingual OCR Development Plan](https://github.com/PaddlePaddle/PaddleOCR/issues/1048).
|
||||
|
||||
|
||||
<a name="LICENSE"></a>
|
||||
## License
|
||||
|
@ -152,3 +178,7 @@ We welcome all the contributions to PaddleOCR and appreciate for your feedback v
|
|||
- Thanks [authorfu](https://github.com/authorfu) for contributing Android demo and [xiadeye](https://github.com/xiadeye) contributing iOS demo, respectively.
|
||||
- Thanks [BeyondYourself](https://github.com/BeyondYourself) for contributing many great suggestions and simplifying part of the code style.
|
||||
- Thanks [tangmq](https://gitee.com/tangmq) for contributing Dockerized deployment services to PaddleOCR and supporting the rapid release of callable Restful API services.
|
||||
- Thanks [lijinhan](https://github.com/lijinhan) for contributing a new way, i.e., java SpringBoot, to achieve the request for the Hubserving deployment.
|
||||
- Thanks [Mejans](https://github.com/Mejans) for contributing the Occitan corpus and character set.
|
||||
- Thanks [LKKlein](https://github.com/LKKlein) for contributing a new deploying package with the Golang program language.
|
||||
- Thanks [Evezerest](https://github.com/Evezerest), [ninetailskim](https://github.com/ninetailskim), [edencfc](https://github.com/edencfc), [BeyondYourself](https://github.com/BeyondYourself) and [1084667371](https://github.com/1084667371) for contributing a new data annotation tool, i.e., PPOCRLabel。
|
||||
|
|
24
README_ch.md
|
@ -4,8 +4,8 @@
|
|||
PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库,助力使用者训练出更好的模型,并应用落地。
|
||||
|
||||
**近期更新**
|
||||
- 2020.11.2 [FAQ](./doc/doc_ch/FAQ.md)新增5个高频问题,共计99个常见问题及解答,并且计划以后每周一都会更新,欢迎大家持续关注。
|
||||
- 2020.10.26 [FAQ](./doc/doc_ch/FAQ.md)新增5个高频问题,共计94个常见问题及解答,并且计划以后每周一都会更新,欢迎大家持续关注。
|
||||
- 2020.11.30 [FAQ](./doc/doc_ch/FAQ.md)新增5个高频问题,共计119个常见问题及解答,并且计划以后每周一都会更新,欢迎大家持续关注。
|
||||
- 2020.11.25 更新半自动标注工具[PPOCRLabel](./PPOCRLabel/README.md),辅助开发者高效完成标注任务,输出格式与PP-OCR训练任务完美衔接。
|
||||
- 2020.9.22 更新PP-OCR技术文章,https://arxiv.org/abs/2009.09941
|
||||
- 2020.9.19 更新超轻量压缩ppocr_mobile_slim系列模型,整体模型3.5M(详见[PP-OCR Pipeline](#PP-OCR)),适合在移动端部署使用。[模型下载](#模型下载)
|
||||
- 2020.9.17 更新超轻量ppocr_mobile系列和通用ppocr_server系列中英文ocr模型,媲美商业效果。[模型下载](#模型下载)
|
||||
|
@ -14,7 +14,6 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库,助力
|
|||
- 2020.8.21 更新8月18日B站直播课回放和PPT,课节2,易学易用的OCR工具大礼包,[获取地址](https://aistudio.baidu.com/aistudio/education/group/info/1519)
|
||||
- [More](./doc/doc_ch/update.md)
|
||||
|
||||
|
||||
## 特性
|
||||
|
||||
- PPOCR系列高质量预训练模型,准确的识别效果
|
||||
|
@ -55,7 +54,7 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库,助力
|
|||
<img src="./doc/ocr-android-easyedge.png" width = "200" height = "200" />
|
||||
</div>
|
||||
|
||||
- 代码体验:从[快速安装](./doc/doc_ch/installation.md) 开始
|
||||
- 代码体验:[中文OCR模型快速使用](./doc/doc_ch/quickstart.md)
|
||||
|
||||
<a name="模型下载"></a>
|
||||
## PP-OCR 1.1系列模型列表(9月17日更新)
|
||||
|
@ -85,22 +84,24 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库,助力
|
|||
- [基于pip安装whl包快速推理](./doc/doc_ch/whl.md)
|
||||
- [基于Python脚本预测引擎推理](./doc/doc_ch/inference.md)
|
||||
- [基于C++预测引擎推理](./deploy/cpp_infer/readme.md)
|
||||
- [服务化部署](./doc/doc_ch/serving_inference.md)
|
||||
- [服务化部署](./deploy/hubserving/readme.md)
|
||||
- [端侧部署](./deploy/lite/readme.md)
|
||||
- [模型量化](./deploy/slim/quantization/README.md)
|
||||
- [模型裁剪](./deploy/slim/prune/README.md)
|
||||
- [Benchmark](./doc/doc_ch/benchmark.md)
|
||||
- 数据标注与合成
|
||||
- [半自动标注工具 PPOCRLabel](./PPOCRLabel/README.md)
|
||||
- [常用数据标注工具](./doc/doc_ch/data_annotation.md)
|
||||
- [常用数据合成工具](./doc/doc_ch/data_synthesis.md)
|
||||
- 数据集
|
||||
- [通用中英文OCR数据集](./doc/doc_ch/datasets.md)
|
||||
- [手写中文OCR数据集](./doc/doc_ch/handwritten_datasets.md)
|
||||
- [垂类多语言OCR数据集](./doc/doc_ch/vertical_and_multilingual_datasets.md)
|
||||
- [常用数据标注工具](./doc/doc_ch/data_annotation.md)
|
||||
- [常用数据合成工具](./doc/doc_ch/data_synthesis.md)
|
||||
- [垂类多语言OCR数据集](./doc/doc_ch/vertical_and_multilingual_datasets.md)
|
||||
- [效果展示](#效果展示)
|
||||
- FAQ
|
||||
- [【精选】OCR精选10个问题](./doc/doc_ch/FAQ.md)
|
||||
- [【理论篇】OCR通用24个问题](./doc/doc_ch/FAQ.md)
|
||||
- [【实战篇】PaddleOCR实战65个问题](./doc/doc_ch/FAQ.md)
|
||||
- [【理论篇】OCR通用29个问题](./doc/doc_ch/FAQ.md)
|
||||
- [【实战篇】PaddleOCR实战80个问题](./doc/doc_ch/FAQ.md)
|
||||
- [技术交流群](#欢迎加入PaddleOCR技术交流群)
|
||||
- [参考文献](./doc/doc_ch/reference.md)
|
||||
- [许可证书](#许可证书)
|
||||
|
@ -152,3 +153,6 @@ PP-OCR是一个实用的超轻量OCR系统。主要由DB文本检测、检测框
|
|||
- 非常感谢 [authorfu](https://github.com/authorfu) 贡献Android和[xiadeye](https://github.com/xiadeye) 贡献IOS的demo代码
|
||||
- 非常感谢 [BeyondYourself](https://github.com/BeyondYourself) 给PaddleOCR提了很多非常棒的建议,并简化了PaddleOCR的部分代码风格。
|
||||
- 非常感谢 [tangmq](https://gitee.com/tangmq) 给PaddleOCR增加Docker化部署服务,支持快速发布可调用的Restful API服务。
|
||||
- 非常感谢 [lijinhan](https://github.com/lijinhan) 给PaddleOCR增加java SpringBoot 调用OCR Hubserving接口完成对OCR服务化部署的使用。
|
||||
- 非常感谢 [Mejans](https://github.com/Mejans) 给PaddleOCR增加新语言奥克西坦语Occitan的字典和语料。
|
||||
- 非常感谢 [Evezerest](https://github.com/Evezerest), [ninetailskim](https://github.com/ninetailskim), [edencfc](https://github.com/edencfc), [BeyondYourself](https://github.com/BeyondYourself), [1084667371](https://github.com/1084667371) 贡献了PPOCRLabel的完整代码。
|
||||
|
|
|
@ -12,6 +12,7 @@ Global:
|
|||
image_shape: [3, 32, 100]
|
||||
max_text_length: 25
|
||||
character_type: en
|
||||
character_dict_path:
|
||||
loss_type: ctc
|
||||
reader_yml: ./configs/rec/rec_benchmark_reader.yml
|
||||
pretrain_weights:
|
||||
|
|
|
@ -12,6 +12,7 @@ Global:
|
|||
image_shape: [3, 32, 100]
|
||||
max_text_length: 25
|
||||
character_type: en
|
||||
character_dict_path:
|
||||
loss_type: ctc
|
||||
reader_yml: ./configs/rec/rec_benchmark_reader.yml
|
||||
pretrain_weights:
|
||||
|
|
|
@ -12,6 +12,7 @@ Global:
|
|||
image_shape: [3, 32, 100]
|
||||
max_text_length: 25
|
||||
character_type: en
|
||||
character_dict_path:
|
||||
loss_type: attention
|
||||
tps: true
|
||||
reader_yml: ./configs/rec/rec_benchmark_reader.yml
|
||||
|
|
|
@ -12,6 +12,7 @@ Global:
|
|||
image_shape: [3, 32, 100]
|
||||
max_text_length: 25
|
||||
character_type: en
|
||||
character_dict_path:
|
||||
loss_type: ctc
|
||||
tps: true
|
||||
reader_yml: ./configs/rec/rec_benchmark_reader.yml
|
||||
|
|
|
@ -12,6 +12,7 @@ Global:
|
|||
image_shape: [3, 32, 100]
|
||||
max_text_length: 25
|
||||
character_type: en
|
||||
character_dict_path:
|
||||
loss_type: ctc
|
||||
reader_yml: ./configs/rec/rec_benchmark_reader.yml
|
||||
pretrain_weights:
|
||||
|
|
|
@ -12,6 +12,7 @@ Global:
|
|||
image_shape: [3, 32, 100]
|
||||
max_text_length: 25
|
||||
character_type: en
|
||||
character_dict_path:
|
||||
loss_type: ctc
|
||||
reader_yml: ./configs/rec/rec_benchmark_reader.yml
|
||||
pretrain_weights:
|
||||
|
|
|
@ -12,6 +12,7 @@ Global:
|
|||
image_shape: [3, 32, 100]
|
||||
max_text_length: 25
|
||||
character_type: en
|
||||
character_dict_path:
|
||||
loss_type: attention
|
||||
tps: true
|
||||
reader_yml: ./configs/rec/rec_benchmark_reader.yml
|
||||
|
|
|
@ -12,6 +12,7 @@ Global:
|
|||
image_shape: [3, 32, 100]
|
||||
max_text_length: 25
|
||||
character_type: en
|
||||
character_dict_path:
|
||||
loss_type: ctc
|
||||
tps: true
|
||||
reader_yml: ./configs/rec/rec_benchmark_reader.yml
|
||||
|
|
|
@ -12,6 +12,7 @@ Global:
|
|||
image_shape: [1, 64, 256]
|
||||
max_text_length: 25
|
||||
character_type: en
|
||||
character_dict_path:
|
||||
loss_type: srn
|
||||
num_heads: 8
|
||||
average_window: 0.15
|
||||
|
|
|
@ -57,7 +57,7 @@ def archives = [
|
|||
],
|
||||
[
|
||||
'src' : 'https://paddleocr.bj.bcebos.com/deploy/lite/ocr_v1_for_cpu.tar.gz',
|
||||
'dest' : 'src/main/assets/models/ocr_v1_for_cpu'
|
||||
'dest' : 'src/main/assets/models'
|
||||
]
|
||||
]
|
||||
|
||||
|
|