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yanx27 /Pointnet_Pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

visualization point-cloud pytorch classification segmentation shapenet modelnet pointcloud pointnet pointnet2 s3dis

UpdatedApr 24, 2024
Python

yangyanli /PointCNN

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

machine-learning deep-neural-networks robotics point-cloud classification segmentation convolutional-neural-networks autonomous-driving shapenet pointcloud scannet

UpdatedSep 3, 2021
Python

mit-han-lab /pvcnn

[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning

point-cloud pytorch shapenet kitti pointnet pointnet2 frustum-pointnet frustum-pointnets s3dis pvcnn point-voxel-cnn

UpdatedApr 12, 2022
Python

hzxie /Pix2Vox

The official implementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images". (ICCV 2019)

voxel shapenet 3d-reconstruction iccv2019 3d-object-reconstruction

UpdatedJan 23, 2024
Python

walsvid /Pixel2MeshPlusPlus

[ICCV2019] Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation.

mesh 3d shapenet 3d-reconstruction iccv2019 pixel2mesh 3d-mesh-generation

UpdatedMay 21, 2021
Python

2dimageto3dmodel

NikolaZubic /2dimageto3dmodel

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.

computer-vision deep-learning rendering computer-graphics voxel point-cloud pytorch mesh gan neural-networks shapenet 3d-reconstruction loss-functions shapenet-dataset cub-dataset pascal3d pose-prediction 3d-computer-graphics single-view-reconstruction kaolin

UpdatedMar 4, 2024
Python

Xharlie /DISN

(latest updates and bug fixed) DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction

paper mesh-generation sdf shapenet 3d-reconstruction 3d-vision single-view camera-pose-estimation shapenet-dataset nips-paper neurips-2019 nips-2019 shapenetcore reconstructed-models

UpdatedDec 8, 2021
C++

yifita /deep_cage

code for "Neural Cages for Detail-Preserving 3D Deformations"

neural-network pytorch faust shapenet cvpr shape-deformation cvpr2020

UpdatedSep 8, 2020
Python

xcyan /nips16_PTN

Torch Implementation of NIPS'16 paper: Perspective Transformer Nets

deep-learning nips-2016 torch7 shapenet 3d-graphics 3d-models

UpdatedNov 1, 2020
Lua

cgtuebingen /Flex-Convolution

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

machine-learning deep-neural-networks research deep-learning tensorflow cuda segmentation research-paper shapenet 3d-point-clouds pointcloud pointcloudprocessing

UpdatedJun 16, 2019
C++

HaochengWan /PVT

PVT: Point-Voxel Transformer for 3D Deep Learning

point-cloud pytorch shapenet kitti pvt sota point-cloud-processing s3dis modelnet40

UpdatedMay 26, 2022
Python

yinyunie /depth_renderer

Rendering color and depth images for ShapeNet models.

blender renderer 3d-scanning shapenet shape-reconstruction shape-analysis shape-completion bpy

UpdatedMay 16, 2021
Python

justanhduc /graphx-conv

Official implementation of GraphX-Convolution

deep-learning pytorch shapenet 3d-reconstruction graphx-convolution

UpdatedSep 7, 2020
Python

diegovalsesia /GraphCNN-GAN

Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution

generative-adversarial-network gan generative-model point-clouds shapenet graph-convolution

UpdatedMay 8, 2020
Python

optas /shapeglot

ShapeGlot: Learning Language for Shape Differentiation

shapenet zero-shot-learning 3d-pointclouds referential-language

UpdatedAug 21, 2023
Jupyter Notebook

hkust-vgd /shrec17

Supplementary code for SHREC 2017 RGB-D Object-to-CAD Retrieval track

retrieval dataset rgbd scenenn shapenet

UpdatedJun 6, 2018
Python

diegovalsesia /GPDNet

Learning Graph-Convolutional Representations for Point Cloud Denoising (ECCV 2020)

point-cloud shapenet denoising graph-neural-networks denoised-point-clouds

UpdatedJul 3, 2020
Python

qq456cvb /SPRIN

PRIN/SPRIN: On Extracting Point-wise Rotation Invariant Features

pytorch segmentation shapenet rotation-invariant-features tpami

UpdatedMar 15, 2022
Python

dhyuan99 /VecKM

Official GitHub repo for VecKM. A very efficient and descriptive local geometry encoder / point tokenizer / patch embedder. ICML2024.

real-time geometry efficient point-cloud shapenet icml point-cloud-library normal-estimation point-cloud-processing modelnet40 point-embedding point-tokenizer patch-encoder

UpdatedDec 9, 2024
Python

Chinmay26 /Multi-Viewpoint-Image-generation

Given an image and a target viewpoint, generate synthetic image in the target viewpoint

generative-adversarial-network image-generation shapenet viewpoint

UpdatedDec 20, 2017
Jupyter Notebook

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