Altametris - RandLA-Net¶

Welcome to randlanet’s documentation¶

Note

For a complete documentation, please visit the repository randlanet.

Owner altametris.

Project Description¶

RandLA-Net Deep Learning model for point cloud segmentation

Steps¶

Install the package following the Installation
Learn how to use it following the Usage

Contents¶

Contributors¶

souheil.maatoug@altametris.com

README¶

RandLA-Net¶

RandLA-Net model implemented and optimized in python 3.11

Installation¶

You need pctools with GPU enabled.

conda install nvidia::cuda-toolkit==12.1.0
conda install conda-forge::iopath
conda install pytorch==2.4.0 torchvision==0.19.0 pytorch-cuda=12.1 -c pytorch -c nvidia
conda install pytorch3d -c pytorch3d
pip install pctools==0.1.2

Indices and tables¶