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16 search results found

3d Machine Learning ⭐ 8,647

A resource repository for 3D machine learning

Point2mesh ⭐ 408

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

Awesome Data Annotation ⭐ 398

A list of tools for annotating data, managing annotations, etc.

SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018

Awsome_deep_geometry_learning ⭐ 181

A list of resources about deep learning solutions on 3D shape processing

Js3c Net ⭐ 93

Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion (AAAI 2021)

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

The improved code for paper "Learning Implicit Fields for Generative Shape Modeling".

Coverage_axis ⭐ 41

Official code for the paper Coverage Axis: Inner Point Selection for 3D Shape Skeletonization, Eurographics 2022.

Ems Superquadric_fitting ⭐ 28

[CVPR 2022 Oral] Robust and Accurate Superquadric Recovery: a Probabilistic Approach

Pointnet Implementation Tensorflow ⭐ 22

Point2sequence ⭐ 22

Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network

PVRNet: Point-View Relation Neural Network for 3D Shape Recognition (AAAI 2019)

Keras code of my 2019 CVPR Workshop paper "Pyramid U-Network for Skeleton Extraction from Shape Points"

Point2mesh ⭐ 17

Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance (ECCV2020)

Pc_object_completion_cnn ⭐ 12

ROS node for shape completion. Referenced in IROS 2017 paper "Shape Completion Enabled Robotic Grasping"

Pointhop ⭐ 10

PointHop: An Explainable Machine Learning Method for Point Cloud Classification

Pixor_ovo ⭐ 10

用pixor处理有色点云

Facadeparsing ⭐ 9

A project to parsing building facade from point cloud.

Ransac.jl ⭐ 8

Efficient RANSAC in Julia

3d Point Cloud Completion Benchmark ⭐ 7

A list of 3D point cloud completion resources.

Dynamo_realsense Capture ⭐ 7

A Python library with tools for capturing body shape and marker tracking with Intel RealSense D4XX Cameras

Voxelview ⭐ 5

The function performs rotation of a point cloud in accordance with a given quaternion and builds a voxelized 3D representation.

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