3d-convolutional-network

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

pytorch convolutional-neural-networks electron-microscopy semantic-segmentation biomedical-image-processing 3d-convolutional-network 3d-cnn

Updated Dec 6, 2023
Python

HumanBehaviorBKU

dolongbien / HumanBehaviorBKU

Star 167

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

caffe theano deep-learning keras django-application human-activity-recognition c3d human-behavior 3d-convolutional-network anomaly-detection abnormal-behavior-detection c3d-intel-caffe multiple-instance-learning ranking-loss road-accident-detection road-accident-dataset

Updated Dec 8, 2022
Jupyter Notebook

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"

deep-neural-networks theano deep-learning cnn mri medical-imaging neural-networks deep-learning-algorithms neuroimaging convolutional-networks convolutional-neural-networks image-segmentation neuroimage medical-image-processing 3d-convolutional-network 3d-cnn medical-image-analysis medical-image-segmentation brain-segmentation

Updated Nov 20, 2019
Python

josedolz / HyperDenseNet

Star 150

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

deep-neural-networks theano deep-learning cnn neural-networks deep-learning-algorithms segmentation densenet fcn convolutional-neural-networks image-segmentation medical-image-processing 3d-convolutional-network 3d-cnn medical-image-analysis medical-image-segmentation brain-segmentation hyperdensenet multi-modal-imaging segment-medical-images

Updated Nov 20, 2019
Python

jac99 / MinkLoc3D

Star 141

MinkLoc3D: Point Cloud Based Large-Scale Place Recognition

computer-vision deep-learning point-cloud metric-learning place-recognition 3d-vision 3d-convolutional-network minkowski-engine

Updated Jan 31, 2024
Python

Yochengliu / DensePoint

Star 120

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

deep-learning artificial-intelligence convolutional-neural-networks 3d-graphics 3d-point-clouds 3d-convolutional-network geometric-deep-learning normal-estimation 3d-shape-segmentation 3d-shape-recognition

Updated Sep 30, 2021
Python

jac99 / MinkLocMultimodal

Star 111

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

computer-vision deep-learning point-cloud metric-learning place-recognition 3d-vision 3d-convolutional-network multimodal minkowski-engine

Updated Jan 28, 2024
Python

lucidrains / uniformer-pytorch

Star 102

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

deep-learning transformers artificial-intelligence attention-mechanism video-classification 3d-convolutional-network