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3d-shape-analysis-paper-list

A list of recent papers, libraries and datasets about 3D shape/geometry analysis (by topics, updating).

ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

awesome-point-clouds-registration

A list of papers about point clouds registration

cnn_svm

cvpr2020-paper-code-interpretation

cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理

deepsdf-1

"DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation" implementation (ML 2019, Skoltech)

dgcnn

ffb6d

[CVPR2021 Oral] FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose Estimation.

g-mlp-pytorch

Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch

iccv2019

ICCV 2019 papers/new汇总帖，极市团队整理

lcpython

maskrcnn_pifuhd

mesh_to_sdf

Calculate signed distance fields for arbitrary meshes

mxmnet

Source code for our paper "Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures"

occupancy_networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

pcn

Code for PCN: Point Completion Network in 3DV'18 (Oral)

pointcept

Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR'23)

pointnetlk

pointnetlk-1

This is the clean implementation of PointNetLK with pretrained models. (A 3D point cloud registration network)

posefromshape

(BMVC 2019) PyTorch implementation of Paper "Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects"

pytorch-image-captioning

s2cnn

Spherical CNNs

shapenetrender_more_variation

A new shapenet rendering 2D image dataset that also contains deph map, normal map and albedo map.

spheregan

swindepose

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

visualdl

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）

votenet

Deep Hough Voting for 3D Object Detection in Point Clouds

zhujunli1993

Config files for my GitHub profile.