pointcloud-processing
CommunityROS 2 PointCloud processing with fast filtering.
Authorwimblerobotics
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Processing and preparing 3D PointCloud2 data in ROS 2 for reliable perception—filtering noise, downsampling, and segmenting points using PCL to improve downstream tasks.
Core Features & Use Cases
- VoxelGrid Downsampling: reduce point counts while preserving structure.
- PassThrough Filter and CropBox: focus on regions of interest and remove clutter.
- StatisticalOutlierRemoval: clean noisy measurements for robust perception.
- pointcloud_to_laserscan: project 3D clouds into 2D scans for Nav2 costmaps.
- Integration with Nav2: feed filtered clouds into costmaps and perception pipelines for robust navigation.
Quick Start
Configure a ROS 2 node to downsample and filter a PointCloud2 stream using the included PCL filters.
Dependency Matrix
Required Modules
None requiredComponents
Standard packageđź’» Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: pointcloud-processing Download link: https://github.com/wimblerobotics/ros2-copilot-skills/archive/main.zip#pointcloud-processing Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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