PDAL - Point Data Abstraction Library

PDAL is a C++ BSD library for translating and manipulating point cloud data. [홈페이지

A Tour of 3D Point Cloud Processing: 2017, Combining the strengths of pdal, ipyvolume and jupyter

참고 : libpointmatcher : Down-sampling

image

# apt (Ubuntu 16.10)
apt-get install python3-pdal

# pip
pip install PDAL # https://pypi.org/project/PDAL/

# Conda
## `pdal` will install the PDAL binaries and development files.
## `python-pdal` will install the PDAL Python extension.
conda install -c conda-forge pdal python-pdal

pyntcloud

# ubuntu16
pip3 install  numpy numba scipy pandas matplotlib
pip3 install git+https://github.com/daavoo/pyntcloud

Lightweigth visualizer

#python3 
from pyntcloud import PyntCloud

테트용 ply : https://raw.githubusercontent.com/daavoo/pyntcloud/master/examples/data/ankylosaurus_mesh.ply


pypcd

github

설치

It also can't run on Python 3(Python2 Only??)

# pip이용설치
pip3 install pypcd
#pip install pypcd

# 소스코드 설치 
git clone https://github.com/dimatura/pypcd
python setup.py
  • PCD to numpy / pandas

  • PCD to Images


Re-implementation in pure python of Point Cloud Library (PCL)

pip3 install numba

https://github.com/cmpute/pypcl

https://pypi.org/project/PyPCL/

https://github.com/cmpute/pypcl/blob/master/test/io_test.py

import pcl


pylas

pip install pylas Another way of reading LAS/LAZ in Python.

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