SkillAgentSearch skills...

Labelme2Coco

Make your own dataset for object detection and transform the format to coco json format

Install / Use

/learn @XCRobert/Labelme2Coco
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

Labelme2Coco

Make your own dataset for object detection and transform the format to coco json format

labelme安装步骤

系统:win10(推荐);电脑上配置好python环境(py3.5;3.6;3.7均可)或anconda虚拟环境;<br> 方式一:python环境<br>

python –m pip install –-upgrade pip
pip3 install PyQt5-sip
pip3 install PyQt5
pip install labelme

方式二:anconda虚拟环境<br> // base环境测试成功(不用conda create新环境)<br> pip install -i https://pypi.tuna.tsinghua.edu.cn/simple/ PyQt5 labelme

labelme使用

打开cmd, 输入labelme;Open Dir,Edit->Create Recangle <br> Note: <br> 1)bbox的label命名格式如:car 则无需修改labelme2coco.py的代码 <br> 2)bbox的label命名格式如:vehicle_car (含有父类信息)则看labelme2coco.py对应部分注释,做相应修改 <br>

转coco格式

Note: <br>

  1. MyEncoder类可以防止json.dump()错误:Object of type 'int64' is not JSON serializable <br>
  2. 读写文件的路径需要在labelme2coco.py的最后做相应地修改 <br>
View on GitHub
GitHub Stars19
CategoryDevelopment
Updated11mo ago
Forks81

Languages

Python

Security Score

82/100

Audited on Apr 12, 2025

No findings