There are 10 repositories under 3d-convolutional-network topic.
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Inflated i3d network with inception backbone, weights transfered from tensorflow
Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)
Tutorial about 3D convolutional network
lock mechanism with face recognition and liveness detection
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"
A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data
Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)
Implementation of Uniformer, a simple attention and 3d convolutional net that achieved SOTA in a number of video classification tasks, debuted in ICLR 2022
MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition
TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes
Alzheimer disease diagnosis by Deeply Supervised 3D Convolutional Network
Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation
MinkLoc3Dv2: Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training
Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevier)
A repository with a basic layer of 3D deformable receptive field for 3D VoxCNN and 3D VoxResNet
[ICIP 2019] Implementation of Saliency Tubes for 3D Convolutions in Pytoch and Keras to localise the focus spatio-temporal regions of 3D CNNs.
Recognizing human activities using Deep Learning
[ICPR 2022] 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation
Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems
[ECCV 2022] This repository includes the official implementation our paper "In Defense of Image Pre-Training for Spatiotemporal Recognition".
This repo includes the dataset/code of 3D Convolutional Neural Network for material property prediction
End to End Steering Angle Prediction for Self-Driving Cars
Deep Negative Volume Segmentation - automated 3D CT segmentation of body joints for dentistry
Tensorflow implementation of a 3D-CNN U-net with Grid Attention and DSV for pancreas segmentation trained on CT-82.
Repository for the implementation of "FastV2C-HandNet: Fast Voxel to Coordinate Hand Pose Estimation with 3D Convolutional Neural Networks"
A Pytorch implementation of The Visual Centrifuge: Model-Free Layered Video Representations.