Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Pytorch3d	8,011	11	3 months ago	14	April 28, 2022	245	other	Python
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Point2mesh	408		4 years ago			8	mit	Python
Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]
Meshnet	326		2 years ago			1	mit	Python
MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)
3d Coded	280		2 years ago			4		Python
Pytorch Implementation for the project : `3D-CODED` and `Learning Elementary Structure`
Mvcnn	254		5 years ago			12	mit	MATLAB
Multi-view CNN (MVCNN) for shape recognition
Deep_marching_cubes	228		a year ago			5		Python
Code for "Deep Marching Cubes: Learning Explicit Surface Representations", CVPR 2018
2dimageto3dmodel	190		2 years ago			5		Python
We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.
Tridepth	74		2 years ago			3	mit	Python
TriDepth: Triangular Patch-based Deep Depth Prediction [Kaneko+, ICCVW2019(oral)]
Deep_learning_topology_opt	72		4 months ago				mit	MATLAB
Code for paper "Self-Directed Online Machine Learning for Topology Optimization"
Ddsl	45		3 years ago			5		Python
DDSL: Deep Differential Simplex Layer for Neural Networks

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Pytorch3d ⭐ 8,011

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

dependent packages 11total releases 14most recent commit 3 months ago

Point2mesh ⭐ 408

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

most recent commit 4 years ago

Meshnet ⭐ 326

MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)

most recent commit 2 years ago

3d Coded ⭐ 280

Pytorch Implementation for the project : `3D-CODED` and `Learning Elementary Structure`

most recent commit 2 years ago

Mvcnn ⭐ 254

Multi-view CNN (MVCNN) for shape recognition

most recent commit 5 years ago

Deep_marching_cubes ⭐ 228

Code for "Deep Marching Cubes: Learning Explicit Surface Representations", CVPR 2018

most recent commit a year ago

2dimageto3dmodel ⭐ 190

We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.

most recent commit 2 years ago

Tridepth ⭐ 74

TriDepth: Triangular Patch-based Deep Depth Prediction [Kaneko+, ICCVW2019(oral)]

most recent commit 2 years ago

Deep_learning_topology_opt ⭐ 72

Code for paper "Self-Directed Online Machine Learning for Topology Optimization"

most recent commit 4 months ago

Ddsl ⭐ 45

DDSL: Deep Differential Simplex Layer for Neural Networks

most recent commit 3 years ago

Suggest An Alternative To MeshNet

Alternative Project Comparisons

Meshnet vs Pytorch3d

Meshnet vs Point2mesh

Meshnet vs 3d Coded

Meshnet vs Mvcnn

Meshnet vs Deep_marching_cubes

Meshnet vs 2dimageto3dmodel

Meshnet vs Tridepth

Meshnet vs Deep_learning_topology_opt

Meshnet vs Ddsl

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