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point-nn

[CVPR 2023] Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis

point-radiance

[SIGGRAPH Asia 2022] Differentiable Point-Based Radiance Fields for Efficient View Synthesis

point-transformer

This is an unofficial implementation of the Point Transformer paper.

point2mask

The code for "Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport", ICCV2023

point2mesh

Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance (ECCV2020)

point2mesh-1

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

pointattn

Code for the paper "PointAttN: You Only Need Attention for Point Cloud Completion"

pointaugment

Code for PointAugment: an Auto-Augmentation Framework for Point Cloud Classification, CVPR 2020 (Oral)

pointbasedrendering

code for simple OpenGL point-based (surfels) rendering of point clouds.

pointcam

Self-supervised adversarial masking for point clouds

pointcept

Pointcept: a codebase for point cloud perception research. Latest works: MSC, CeCo (CVPR 2023)

pointclip

[CVPR 2022] PointCLIP: Point Cloud Understanding by CLIP

pointclip_v2

PointCLIP V2: Adapting CLIP for Powerful 3D Open-world Learning

pointcloud-3d-detector-tensorrt

The first tensorrt implementation for point-based 3d detector, i.e., 3DSSD,SASA,IA-SSD.

pointcloud-c

Benchmarking and Analyzing Point Cloud Perception Robustness under Corruptions

pointcloud_tutorial

This is a fundamental manual for getting started with Point Cloud, covering basic knowledge of point cloud, point cloud file format, CloudCompare and MeshLab software instructions, PCL library algorithm introduction and other algorithms supplementary.

pointclouds-instance-segmentation

3D Pointclouds annotation and Instance segmentation for plant phenotyping

pointcmt

[NeurIPS2022] Let Images Give You More: Point Cloud Cross-Modal Training for Shape Analysis

pointcnn

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

pointcnn.pytorch

A PyTorch implemetation of PointCNN (CS294-131 Course Proj)

pointcontrast

Code for paper <PointContrast: Unsupervised Pretraining for 3D Point Cloud Understanding>

pointcutmix

our code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification'

pointflow

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows

pointflowrenderer

Code for rendering the point cloud figures in paper: "PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows"

pointgpt

pointgrow

An autoregressive model for point cloud generation augmented with self-attention

pointmetabase

This is a PyTorch implementation of PointMetaBase proposed by our paper "Meta Architecure for Point Cloud Analysis"

pointmixer

pointmixup

Implementation for paper "PointMixup: Augmentation for Point Cloud". Accepted to ECCV 2020 as spotlight presentation

pointmlp-pytorch

[ICLR 2022 poster] Official PyTorch implementation of "Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework"