Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/stevenygd/PointFlow

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows

3d-point-clouds computer-vision continuous-normalizing-flows machine-learning pytorch shapes

Last synced: 03 Jul 2024

https://github.com/LMD0311/DAPT

[CVPR 2024] Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis

3d-point-clouds cvpr2024 efficient-deep-learning point-cloud

Last synced: 02 Jul 2024

https://github.com/RunpeiDong/ACT

[ICLR 2023] Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?

3d-point-clouds cross-modal-learning representation-learning self-supervised-learning

Last synced: 01 Jul 2024

https://github.com/qizekun/ReCon

[ICML 2023] Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining

3d-point-clouds multi-modal-learning representation-learning self-supervised-learning

Last synced: 01 Jul 2024

https://github.com/ajhamdi/vointcloud

Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding (ICLR 2023)

3d 3d-deep-learning 3d-point-clouds deep-learning iclr

Last synced: 01 Jul 2024

https://github.com/HuangCongQing/3D-Point-Clouds

🔥3D点云目标检测&语义分割(深度学习)-SOTA方法,代码,论文,数据集等

3d-detection 3d-point-cloud 3d-point-clouds 3d-semantic-segmentation cpp dataset deep-learning pcl point-cloud python3 ros ros-melodic sota

Last synced: 01 Jul 2024

https://github.com/cgtuebingen/Flex-Convolution

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

3d-point-clouds cuda deep-learning deep-neural-networks machine-learning pointcloud pointcloudprocessing research research-paper segmentation shapenet tensorflow

Last synced: 01 Jul 2024

https://github.com/XuyangBai/KPConv.pytorch

PyTorch reimplementation for "KPConv: Flexible and Deformable Convolution for Point Clouds" https://arxiv.org/abs/1904.08889

3d-point-clouds geometric-deep-learning kpconv pytorch

Last synced: 01 Jul 2024

https://github.com/HuangCongQing/linefit_ground_segmentation_details

快速3D点云分割论文代码（带注解）：Fast segmentation of 3d point clouds for ground vehicles

3d-point-clouds ground-segmentation lidar pcl ros ros-melodic

Last synced: 01 Jul 2024

https://github.com/wangx1996/LIDAR-Segmentation-Based-on-Range-Image

This is a lidar segmentation method based on range image.

3d-point-clouds lidar-segmentation range-image

Last synced: 01 Jul 2024

https://github.com/daavoo/pyntcloud

pyntcloud is a Python library for working with 3D point clouds.

3d 3d-deep-learning 3d-graphics 3d-models 3d-point-clouds deep-learning point-clouds python python-library

Last synced: 01 Jul 2024

https://github.com/raoyongming/PointGLR

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

3d-point-clouds computer-vision deep-learning metric-learning representation-learning unsupervised-learning

Last synced: 19 Jun 2024

https://github.com/LMD0311/PointMamba

PointMamba: A Simple State Space Model for Point Cloud Analysis

3d-point-clouds computer-vision mamba state-space-model

Last synced: 13 Jun 2024

https://github.com/Daniel-Liu-c0deb0t/Adversarial-point-perturbations-on-3D-objects

New distributional and shape attacks on neural networks that process 3D point cloud data.

3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numba numpy pointnet python tensorflow

Last synced: 28 May 2024

https://github.com/Daniel-Liu-c0deb0t/3D-Neural-Network-Adversarial-Attacks

Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.

3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numpy pointnet python tensorflow

Last synced: 28 May 2024

https://github.com/CloudCompare/CloudCompare

CloudCompare main repository

3d-point-clouds point-cloud

Last synced: 08 May 2024

https://github.com/lightaime/deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

3d-point-clouds bioinformatics cheminformatics computer-vision data-mining deep-gcns deep-learning geometric-deep-learning graph-convolutional-networks graph-neural-networks pytorch science-research social-network

Last synced: 26 Mar 2024

https://github.com/lightaime/sgas

SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas

3d-point-clouds automl bioinformatics computer-vision deep-gcns geometric-deep-learning graph-neural-networks neural-architecture-search

Last synced: 26 Mar 2024

https://github.com/townim-faisal/lwf-3D

[IWANN 2021] Reducing catastrophic forgetting in 3D point cloud objects with help of semantic information

3d-point-clouds catastrophic-forgetting continual-learning

Last synced: 26 Mar 2024

https://github.com/MohamedAfham/CrossPoint

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

3d-point-clouds cross-modal-learning deep-learning few-shot-learning object-classification point-cloud self-supervised-learning transfer-learning unsupervised-learning

Last synced: 26 Mar 2024

https://github.com/lightaime/deep_gcns

Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

3d-point-clouds deep-gcns geometric-deep-learning graph-neural-networks

Last synced: 15 Mar 2024

https://github.com/Yang7879/3D-BoNet

🔥3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)

3d-object-detection 3d-point-clouds 3d-vision computer-vision instance-segmentation

Last synced: 14 Mar 2024