LabelStudio linux 系统下部署教程

编程研究坊2025-12-22 8:30

本文介绍了Label Studio的两种安装方式（conda和Docker）及常见问题解决方法。

conda安装

bash 复制代码

conda create -n pytest python=3.9
conda activate pytest 
pip install label-studio 
label-studio start

docker方式安装

bash 复制代码

docker pull heartexlabs/label-studio:latest

bash 复制代码

docker run -it -p 8080:8080 -v $(pwd)/mydata:/label-studio/data heartexlabs/label-studio:latest

会出现如下报错内容：

复制代码

=> Database and media directory: /label-studio/data
=> Static URL is set to: /static/
Traceback (most recent call last):
  File "/label-studio/.venv/bin/label-studio", line 3, in <module>
    from label_studio.server import main
  File "/label-studio/label_studio/server.py", line 23, in <module>
    from label_studio.core.argparser import parse_input_args
  File "/label-studio/label_studio/core/argparser.py", line 5, in <module>
    from .settings.base import EXPORT_DIR
  File "/label-studio/label_studio/core/settings/base.py", line 496, in <module>
    os.makedirs(MEDIA_ROOT, exist_ok=True)
    ~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "<frozen os>", line 228, in makedirs
PermissionError: [Errno 13] Permission denied: '/label-studio/data/media'

会自动生成mydata文件夹

解决办法：

修改目录权限

复制代码

chown -R 1001:0 ./mydata

重新运行成功

登陆以下网址：

http://localhost:8080/