shapenet-dataset 开源项目推荐（18 个）

NikolaZubic /2dimageto3dmodel

我们在不同数据集（包括ShapeNet、CUB-200-2011和Pascal3D+）上评估了我们的方法，并取得了最先进的结果，在性能、准确性和训练时间方面均优于所有其他监督和非监督方法及三维表示。

Xharlie /DISN

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

KuangenZhang /ldgcnn

Linked Dynamic Graph CNN: Learning through Point Cloud by Linking Hierarchical Features

LiyingCV /Long-Range-Grouping-Transformer

Implementation of "Long-Range Grouping Transformer for Multi-View 3D Reconstruction" [ICCV 2023]

engelnico /point-transformer

This is the official repository of the original Point Transformer architecture.

wangyida /disp3d

Learning Local Displacements for Point Cloud Completion - CVPR 2022

saaries /PointNet

PointNet implementation on Windows (pyTorch version, most of codes are brorrowed from Fxia22)

salehjg /Shapenet2_Preparation

A python script to convert and down-sample mesh data into pointclouds using FPS algorithm.

salehjg /DeepPoint-V2-FPGA

The code repository of DGCNN on FPGA: Acceleration of The Point Cloud Classifier Using FPGAs

philippwulff /Deep3DComp

3D-shape compression with a shape-coded auto-decoder and sinusoidal activations.

mahdiasdzd /PointNet

PointNet & ShapeNet

bwittmann /RecMVCNN

A lightweight neural network for multi-view classification and reconstruction.

hojoonson /3d_retrieval_with_pointnet

Three-dimensional model retrieval in single category.

ikekee /ldgcnn_attention

Python implementation of LDGCNN with attention layers

SandeepaInduwaraSamaranayake /SwinVox

A novel hybrid architecture combining CNNs and Swin Transformers, to address limitations in 3D voxel reconstruction.

DavideGrecoGit /3D-reconstruction-under-occlusion

Explore the impact of occlusion on Pix2Vox, a multi-view 3D reconstruction model, and possible approaches for improving its generated 3D shapes, including inpainting using StableDiffusion.

reshalfahsi /point-cloud-segmentation

Point Cloud Segmentation Using PointNet

sobankhan1144 /4d_reconstruction

该项目在 GitHub 上没有填写描述