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LabelImg

readme/README.zh.rst

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LabelImg

.. image:: https://img.shields.io/pypi/v/labelimg.svg :target: https://pypi.python.org/pypi/labelimg

.. image:: https://img.shields.io/github/workflow/status/tzutalin/labelImg/Package?style=for-the-badge :alt: GitHub Workflow Status

.. image:: https://img.shields.io/badge/lang-en-blue.svg :target: https://github.com/tzutalin/labelImg

.. image:: https://img.shields.io/badge/lang-zh-green.svg :target: https://github.com/tzutalin/labelImg/blob/master/readme/README.zh.rst

.. image:: https://img.shields.io/badge/lang-jp-green.svg :target: https://github.com/tzutalin/labelImg/blob/master/readme/README.jp.rst

.. image:: /resources/icons/app.png :width: 200px :align: center

LabelImg 是影像標註工具，它是用python 和 QT 寫成的.

支持的儲存格式包括PASCAL VOC format, YOLO, createML.

.. image:: https://raw.githubusercontent.com/tzutalin/labelImg/master/demo/demo3.jpg :alt: Demo Image

.. image:: https://raw.githubusercontent.com/tzutalin/labelImg/master/demo/demo.jpg :alt: Demo Image

展示影片 <https://youtu.be/p0nR2YsCY_U>__

安裝

透過編譯原始碼


Linux/Ubuntu/Mac 需要 Python 和 `PyQt <https://pypi.org/project/PyQt5/>`__

Ubuntu Linux
^^^^^^^^^^^^

Python 3 + Qt5

.. code:: shell

    sudo apt-get install pyqt5-dev-tools
    sudo pip3 install -r requirements/requirements-linux-python3.txt
    make qt5py3
    python3 labelImg.py
    python3 labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE]

macOS
^^^^^

Python 3 + Qt5

.. code:: shell

    brew install qt  # Install qt-5.x.x by Homebrew
    brew install libxml2

    or using pip

    pip3 install pyqt5 lxml # Install qt and lxml by pip

    make qt5py3
    python3 labelImg.py
    python3 labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE]


Python 3 Virtualenv (推薦方法)

Virtualenv 可以避免版本和相依性問題

.. code:: shell

    brew install python3
    pip3 install pipenv
    pipenv run pip install pyqt5==5.15.2 lxml
    pipenv run make qt5py3
    pipenv run python3 labelImg.py
    [Optional] rm -rf build dist; python setup.py py2app -A;mv "dist/labelImg.app" /Applications


Windows
^^^^^^^

安裝 `Python <https://www.python.org/downloads/windows/>`__,
`PyQt5 <https://www.riverbankcomputing.com/software/pyqt/download5>`__
和 `install lxml <http://lxml.de/installation.html>`__.

安裝並到 `labelImg <#labelimg>`__ 目錄

.. code:: shell

    pyrcc4 -o libs/resources.py resources.qrc
    For pyqt5, pyrcc5 -o libs/resources.py resources.qrc

    python labelImg.py
    python labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE]

Windows + Anaconda
^^^^^^^^^^^^^^^^^^

下載並安裝 `Anaconda <https://www.anaconda.com/download/#download>`__ (Python 3+)

打開 Anaconda Prompt 然後到 `labelImg <#labelimg>`__ 目錄

.. code:: shell

    conda install pyqt=5
    conda install -c anaconda lxml
    pyrcc5 -o libs/resources.py resources.qrc
    python labelImg.py
    python labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE]

Get from PyPI but only python3.0 or above

.. code:: shell

pip3 install labelImg
labelImg
labelImg [IMAGE_PATH] [PRE-DEFINED CLASS FILE]

Use Docker

.. code:: shell

    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

    make qt4py2;./labelImg.py

`你可以參考影片  <https://youtu.be/nw1GexJzbCI>`__


使用方法
-----

你可以先產生標籤

修改這個檔案 data/predefined\_classes.txt <https://github.com/tzutalin/labelImg/blob/master/data/predefined_classes.txt>__

快捷鍵


+--------------------+--------------------------------------------+
| Ctrl + u           | 讀取所有影像從每個目錄                     |
+--------------------+--------------------------------------------+
| Ctrl + r           | 改變標示結果的存檔目錄                     |
+--------------------+--------------------------------------------+
| Ctrl + s           | 存檔                                       |
+--------------------+--------------------------------------------+
| Ctrl + d           | 複製目前的標籤和物件的區塊                 |
+--------------------+--------------------------------------------+
| Ctrl + Shift + d   | 刪除目前影像                               |
+--------------------+--------------------------------------------+
| Space              | 標示目前照片已經處理過                     |
+--------------------+--------------------------------------------+
| w                  | 產生新的物件區塊                           |
+--------------------+--------------------------------------------+
| d                  | 下張影像                                   |
+--------------------+--------------------------------------------+
| a                  | 上張影像                                   |
+--------------------+--------------------------------------------+
| del                | 刪除所選的物件區塊                         |
+--------------------+--------------------------------------------+
| Ctrl++             | 放大影像                                   |
+--------------------+--------------------------------------------+
| Ctrl--             | 縮小影像                                   |
+--------------------+--------------------------------------------+
| ↑→↓←               | 移動所選的物件區塊                         |
+--------------------+--------------------------------------------+

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