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data-labeling-tools

图像images/点云point clouds标注工具汇总

@双愚 , 若fork或star请注明来源

yuque_diagram (1)

自动驾驶相关交流群,欢迎扫码加入:自动驾驶感知(PCL/ROS+DL):技术交流群汇总(新版)

图像标注开源工具

  1. labelme(常用)

对图像进行多边形,矩形,圆形,多段线,线段,点形式的标注(可用于目标检测,图像分割,等任务)。 对图像进行进行 flag 形式的标注(可用于图像分类 和 清理 任务)。 视频标注 生成 VOC 格式的数据集(for semantic / instance segmentation) 生成 COCO 格式的数据集(for instance segmentation)

  1. LabelImg

教程: ● https://zhuanlan.zhihu.com/p/550021453https://blog.csdn.net/knighthood2001/article/details/125883343

点云标注开源工具

1.PCAT 只显示点云,可以标注目标以及道路边界点,生成.txt文件.(常用)

2.supeivise 在线标注,只能标注目标,很准确,生成.json文件

3.L-CAS 只显示点云,只能标注目标

4.LATTE 显示图像以及点云,但是只是标注点云2D的目标边界框并生成对应图像的语义分割信息.

5.semantic-segmentation-editor 点云语义分割标注工具

6.Point-Cloud-Annotation-Tool(常用)

用于在点云中注释3D框的工具。支持KITTI-bin格式的点云。注释格式与Applo 3D格式相同。数据示例可在此处找到。

安装:https://blog.csdn.net/r1141207831/article/details/103881962

  • 运行系统:Ubuntu16.04
  • 运行环境:ROS Kinetic
  • 依赖库:pcl 1.8, vtk 8.1, Qt5

Docs: https://www.yuque.com/huangzhongqing/hre6tf/qaauez?singleDoc# 《【det】point_cloud_annotation_tool》

7. ch-sa/labelCloud 点云目标检测标注

标注工具:https://github.com/ch-sa/labelCloud

8. xtreme1

https://github.com/xtreme1-io/xtreme1

Xtreme1 unlocks deep insights into data annotation, curation and ontology management for tackling machine learning challenges in computer vision and LLM. The platform's AI-fueled tools elevate your annotation game to the next level of efficiency, powering your projects in 2D/3D Object Detection, 3D Instance Segmentation and LiDAR-Camera Fusion like never before.

image

8. CloudCompare

标注教程:三维点云——数据标注_Dujing2019的博客-CSDN博客_点云

点云标注的供应商:

1.NIuXie

2.倍赛

3.playment

License

Copyright (c) 双愚. All rights reserved.

Licensed under the MIT License.

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