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3d_url_survey

Unsupervised Representation Learning for Point Clouds: A Survey

3dssd

3DSSD: Point-based 3D Single Stage Object Detector (CVPR 2020)

art-point

awesome-point-cloud-analysis

A list of papers and datasets about point cloud analysis (processing)

chat-3d

Code for "Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes"

crosspoint

Official implementation of "CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding" (CVPR, 2022)

curvenet_selftrain

对CurveNet进行详细的测试分析

dcpoint

deepvision3d

DeepVision3D is an open source toolbox for point-cloud understanding.

densecl

Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.

dgcnn

dgcnn.pytorch

A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

frinet

iae

iccv2021-paper-code-interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

lgr-net

lvcf

A combined neural network for pupil detetection and tracking

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

masksurf

Masked Surfel Prediction for Self-Supervised Point Cloud Learning

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

p2p

[NeurIPS 2022] P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting

pari-conv

Official Implementation of "The Devil is in the Pose: Ambiguity-free 3D Rotation-invariant Learning via Pose-aware Convolution" (CVPR 2022)

point-mae

[ECCV2022] Masked Autoencoders for Point Cloud Self-supervised Learning

pointglr

[CVPR 2020] Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds

pointmlp-pytorch

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

pointnet-keras

实现ModelNet40或者ModelNet10的从off文件的分类问题的预处理、训练、以及预测类别

pointview-gcn

The code and dataset will be available soon here

pytorch-gradual-warmup-lr

Gradually-Warmup Learning Rate Scheduler for PyTorch