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

openMVS

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907
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open Multi-View Stereo reconstruction library

votenet

1.7k
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377
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Deep Hough Voting for 3D Object Detection in Point Clouds

frustum-pointnets

1.6k
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536
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Frustum PointNets for 3D Object Detection from RGB-D Data

hdl_graph_slam

1.9k
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724
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3D LIDAR-based Graph SLAM

Det3D

1.5k
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300
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World's first general purpose 3D object detection codebse.

PointCNN

1.4k
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364
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PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

lidar_camera_calibration

1.4k
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462
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ROS package to find a rigid-body transformation between a LiDAR and a camera for "LiDAR-Camera Calibration using 3D-3D Point correspondences"

Pcx

1.3k
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193
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Point cloud importer & renderer for Unity

spconv

1.7k
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358
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Spatial Sparse Convolution Library

3D-PointCloud

2.2k
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286
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Papers and Datasets about Point Cloud.