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3d-semantic-segmentation

This work is based on our paper Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds, which is appeared at the IEEE International Conference on Computer Vision (ICCV) 2017, 3DRMS Workshop.

3dmodel_feature

Code for extracting 3dcnn features of CAD models

a-cnn

argcomplete

Python and tab completion, better together.

asis

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019

bpy

blender python scripts

dgcnn

example_cml

fast-autocomplete

Fast Autocomplete: When Elastcsearch suggestions are not fast and flexible enough

gnn-project

A Graph Neural Network project on HIV data

gspn

GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud

ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

jsis3d

[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds

obsidian-minimal

Meticulously designed to make Obsidian feel native across platforms. You can customize colors, fonts and more with the companion plugin Minimal Theme Settings.

pct

Jittor implementation of PCT:Point Cloud Transformer

pointcnn

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

pointconv

pointnet

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

pointnet-1

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

pointnet2

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

pointsift

a module for 3D semantic segmentation in point clouds.

pointweb

PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing, CVPR2019.

python-prompt-toolkit

Library for building powerful interactive command line applications in Python

rsnet

This is the official implementation of RSNet.

sgpn

SGPN:Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation, CVPR, 2018

splatnet

SPLATNet: Sparse Lattice Networks for Point Cloud Processing (CVPR2018)

superpoint_graph

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

torch-points3d

Pytorch framework for doing deep learning on point clouds.