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
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CVPR-2020-point-cloud-analysis

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CVPR 2020 papers focusing on point cloud analysis

ECCV-2020-point-cloud-analysis

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ECCV 2020 papers focusing on point cloud analysis

cupoch

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Robotics with GPU computing

3D_CNN_tensorflow

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KITTI data processing and 3D CNN for Vehicle Detection

Awsome_Deep_Geometry_Learning

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A list of resources about deep learning solutions on 3D shape processing

SampleNet

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Differentiable Point Cloud Sampling (CVPR 2020 Oral)

mmdetection3d

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OpenMMLab's next-generation platform for general 3D object detection.

non_rigid_icp

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Modified version of non-rigid Iterative closest point algorithm for fitting to noisy point clouds

perfecttin

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Converts a point cloud to a 2.5D triangulated irregular network

pointnetvlad

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PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition, CVPR 2018