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39 search results found

Pointnet ⭐ 4,396

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

Pymesh ⭐ 1,849

Geometry Processing Library for Python

This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"

Softras ⭐ 785

Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"

Atlasnet ⭐ 561

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

Samplenet ⭐ 324

Differentiable Point Cloud Sampling (CVPR 2020 Oral)

Libigl Python Bindings ⭐ 268

IGL python bindings

Differentiable Surface Splatting

Learning_to_sample ⭐ 160

A learned sampling approach for point clouds (CVPR 2019)

Meshtaichi ⭐ 150

MeshTaichi: A Compiler for Efficient Mesh-based Operations (SIGGRAPH Asia 2022)

Gpytoolbox ⭐ 144

A collection of utility functions to prototype geometry processing research in python

Awesome Geometry Processing ⭐ 77

3dhighlighter ⭐ 70

Localizing Regions on 3D Shapes via Text Descriptions

Fracture Modes ⭐ 55

Public code release for the ACM Transactions on Graphics paper "Breaking Good: Fracture Modes for Realtime Destruction" and the NeurIPS 2022 paper "Breaking Bad: A Dataset for Geometric Fracture and Reassembly"

Python bindings for the "Procedural Runtime" (PRT) of CityEngine by Esri.

The official implementation for NeurIPS 2022 Spotlight Neural Shape Deformation Priors

Go Icp_cython ⭐ 36

Go-ICP for globally optimal 3D pointset registration

Mesh Signatures ⭐ 32

A small project implementing different per-vertex mesh signatures.

Jaxgptoolbox ⭐ 32

Geometry processing utilities compatible with jax for autodifferentiation.

Primitivenet ⭐ 29

PrimitiveNet: Primitive Instance Segmentation with Local Primitive Embedding under Adversarial Metric (ICCV 2021)

Clip Actor ⭐ 28

[ECCV'22] Official PyTorch Implementation of "CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes"

Tools_for_arcgis_pro ⭐ 28

Python Code Samples and toolboxes for use in ArcGIS Pro.

[NeurIPS 2022] "Signal Processing for Implicit Neural Representations" by Dejia Xu*, Peihao Wang*, Yifan Jiang, Zhiwen Fan, Zhangyang Wang

Geometric_adv ⭐ 21

Geometric Adversarial Attacks and Defenses on 3D Point Clouds (3DV 2021)

Dual Dmp ⭐ 18

Learning Self-prior for Mesh Denoising using Dual Graph Convolutional Networks [ECCV 2022]

Implisolid ⭐ 17

🧱 Library for Geometric / Solid Modelling based on 🪐 Implicit Surfaces modelling. (Feel free to submit Pull Requests)

A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools and benchmarking functionalities.

Geofiles ⭐ 14

Evaluation of file formats in the context of geo-referenced 3D geometries.

Mesh_simplification ⭐ 14

Python script for "Quadric Edge Collapse Decimation"

Geometrize Twitter Bot ⭐ 12

Twitter bot for Geometrize, a tool for geometrizing images into geometric primitives

Mojo geographic and geometric vector features

Geometry App ⭐ 11

A GUI application to solve geometry problems

SAGA: Spectral Adversarial Geometric Attack on 3D Meshes (ICCV 2023)

Project1 Wp 2 2 Bim ⭐ 8

Project 1, Work Package 2.2 BIM

Point Planenet ⭐ 7

Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysis

Fieldconv ⭐ 6

Official implementation of Field Convolutions for Surface CNNs [ICCV 2021 Oral]

Meshutility ⭐ 5

A collection of python utilities for mesh processing

📐🔍 Mesh quality inspector

Naif Pds4 Bundler ⭐ 5

Package to generate PDS4 SPICE Kernels Archives

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