pointcloudprocessing Goto Github PK

3d-point-cloud-transfer-learning

transfer learning of point cloud

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-point-cloud-analysis-2022

A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!

convpoint

cylinder3d

Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)

kpconv

Kernel Point Convolutions

lidar_generation

Code for "Deep Generative Models for LiDAR Data"

lidarnet

LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation

maptr

[ICLR'23 Spotlight] MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction

open3d-pointnet2-semantic3d

Semantic3D segmentation with Open3D and PointNet++

open3d-pointnet2-semantic3d_fork

pointcloudprocess

point cloud read and preprocess

pointdan

Code of NeurIPS19 Paper "PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation".

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pointnet2_pytorch

PyTorch implementation of Pointnet2/Pointnet++

pointnet_pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

pvcnn

[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning

pybind11

Seamless operability between C++11 and Python

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

randla-net

🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)

segloss

A collection of loss functions for medical image segmentation

semanticgan_code

Official repo for SemanticGAN https://nv-tlabs.github.io/semanticGAN/

sspc-net

Semi-supervised Seam

superpoint_graph

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

toronto-3d

A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习