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3d-machine-learning

A resource repository for 3D machine learning

4d-compositional-representation

This is an implementation of the CVPR'2021 paper "Learning Compositional Representation for 4D Captures with Neural ODE".

4d_plant_registration

4dsegment

action4d

Framewise online action recognition using 4D data

dgnn

Scalable Surface Reconstruction with Delaunay-Graph Neural Networks [SGP 2021]

groupregnet

Implementation of GroupRegNet: A Groupwise One-shot Deep Learning-based 4D Image Registration Method

instance-segmentation-pytorch

Semantic Instance Segmentation with a Discriminative Loss Function in PyTorch

leafannotationtool

An interactive tool for semi-automated leaf annotation.

lfv_disparity_estimation

Official repository for "Depth estimation from 4D light field videos", IWAIT 2021

medpy

Medical image processing in Python

mingzhaolou

Config files for my GitHub profile.

nerflow

[ICCV'21] Neural Radiance Flow for 4D View Synthesis and Video Processing

occupancy_flow

This repository contains the code for the ICCV 2019 paper "Occupancy Flow - 4D Reconstruction by Learning Particle Dynamics"

p4transformer

Implementation of the "Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud Videos" paper.

pointnet_pointnet2_pytorch

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

spatiotemporalsegmentation

4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)

torch-points3d

Pytorch framework for doing deep learning on point clouds.

zju