Point cloud topic

A point cloud is a set of data points in space. The points represent a 3D shape or object. Each point has its set of X, Y and Z coordinates.

List Point cloud repositories

iPad-PLY-scanner

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Archiving purpose repository of point cloud scanner using ARKit4 and LiDAR

pointnet

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PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet2

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886
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PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

torch-points3d

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380
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Pytorch framework for doing deep learning on point clouds.

meshlab

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The open source mesh processing system

robust_point_cloud_registration

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183
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Robust Point Cloud Registration Using Iterative Probabilistic Data Associations ("Robust ICP")

awesome-robotic-tooling

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476
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Tooling for professional robotic development in C++ and Python with a touch of ROS, autonomous driving and aerospace.

depth_clustering

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378
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:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.

3d-tiles

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459
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Specification for streaming massive heterogeneous 3D geospatial datasets :earth_americas:

Pointnet2_PyTorch

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329
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PyTorch implementation of Pointnet2/Pointnet++