3d-convolutional-network 开源项目推荐（75 个）

NVIDIA /MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

black0017 /MedicalZooPytorch

基于pytorch的深度学习框架，用于多模式2D/3D医学图像分割

astorfi /lip-reading-deeplearning

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

hassony2 /kinetics_i3d_pytorch

Inflated i3d network with inception backbone, weights transfered from tensorflow

Yochengliu /Relation-Shape-CNN

点云分析中的关系形卷积神经网络（CVPR 2019口头及最佳论文决赛入围）

OValery16 /Tutorial-about-3D-convolutional-network

Tutorial about 3D convolutional network

AhmetHamzaEmra /Intelegent_Lock

结合人脸识别和活体检测的锁定机制

ELEKTRONN /elektronn3

A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data

dolongbien /HumanBehaviorBKU

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction

josedolz /LiviaNET

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

josedolz /HyperDenseNet

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

jac99 /MinkLoc3D

MinkLoc3D: Point Cloud Based Large-Scale Place Recognition

Yochengliu /DensePoint

DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)

jac99 /MinkLocMultimodal

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition

lucidrains /uniformer-pytorch

Implementation of Uniformer, a simple attention and 3d convolutional net that achieved SOTA in a number of video classification tasks, debuted in ICLR 2022

jac99 /MinkLoc3Dv2

MinkLoc3Dv2: Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training

hjwdzh /TextureNet

TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes

ZFTurbo /timm_3d

PyTorch Volume Models for 3D data

ehosseiniasl /3d-convolutional-network

Alzheimer disease diagnosis by Deeply Supervised 3D Convolutional Network

josedolz /HyperDenseNet_pytorch

Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation