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2dpass

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds (ECCV 2022) :fire:

awesome-point-cloud-analysis-2023

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

bimsurfer

The latest version of the BIM Surfer WebGL viewer for IFC

citygml-ifc-python

cloudaae

Code for "CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point Clouds" @ICRA2021

cmvs-pmvs

This software (CMVS) takes the output of a structure-from-motion (SfM) software as input, then decomposes the input images into a set of image clusters of managable size. An MVS software can be used to process each cluster independently and in parallel, where the union of reconstructions from all the clusters should not miss any details that can be otherwise obtained from the whole image set. CMVS should be used in conjunction with an SfM software Bundler and an MVS software PMVS2 (PMVS version 2).

cracks_segmentation_dataset

All in one cracks segmentation dataset()

cs1001.py

Recitation notebooks for Extended Introduction to Computer Science with Python as Tel-Aviv University

ct-volume-preprocessing

End-to-end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes."

digitalhub

editifc

Windows Form Application to edit IFC files

go-icp

Implementation of the Go-ICP algorithm for globally optimal 3D pointset registration

ifc-to-citygml3

An FME workspace for converting IFC data sets to CityGML 3.0 data sets

ifcopenshell

Open source IFC library and geometry engine

kpconv-pytorch

Kernel Point Convolution implemented in PyTorch

ml-and-ds-challenges_codedoor

monodepth

Unsupervised single image depth prediction with CNNs

occt

Open CASCADE Technology (OCCT) is an open-source software development platform for 3D CAD, CAM, CAE. This is a clone of the official repository located on https://dev.opencascade.org/. Please use official development portal for registering issues and providing patches.

opensfm

Open source Structure-from-Motion pipeline

point-cloud-segmentation

TF2 implementation of PointNet for segmenting point clouds

pointnet

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

potree

WebGL point cloud viewer for large datasets

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

programming_tutorial

Programming Tutorial for CSM, HCI and DE students

scientific-thesis-template

LaTeX template for Master, Bachelor, Diploma, and Student Theses

se-ws18-exercise-1

smashscan

Analyze SSBM footage with neural networks.

web-ifc-viewer

Ifc viewer for client applications.

xbimwindowsui

The home of XbimXplorer and WPF components for your desktop BIM applications.