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Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
cuda
pytorch
3d-vision
space-time
deep-learning
neural-network
sparse-tensors
computer-vision
minkowski-engine
trilateral-filter
sparse-convolution
auto-differentiation
high-dimensional-data
semantic-segmentation
sparse-tensor-network
3d-convolutional-network
spatio-temporal-analysis
high-dimensional-inference
convolutional-neural-networks
4d-convolutional-neural-network
Created
2019-04-04
531 commits to master branch, last one about a year ago
:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
Created
2017-06-20
112 commits to master branch, last one 4 years ago
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Created
2019-07-23
122 commits to master branch, last one 2 years ago
Inflated i3d network with inception backbone, weights transfered from tensorflow
Created
2017-08-21
69 commits to master branch, last one 4 years ago
Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)
Created
2019-04-04
87 commits to master branch, last one 4 years ago
lock mechanism with face recognition and liveness detection
Created
2017-11-17
24 commits to master branch, last one about a year ago
A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data
Created
2017-12-11
988 commits to master branch, last one 11 months ago
Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction
Created
2019-01-08
150 commits to master branch, last one 5 years ago
MinkLoc3D: Point Cloud Based Large-Scale Place Recognition
Created
2020-11-11
61 commits to master branch, last one 9 months ago
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)
Created
2019-08-01
6 commits to master branch, last one 4 years ago
MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition
Created
2021-04-10
94 commits to master branch, last one 9 months ago
Implementation of Uniformer, a simple attention and 3d convolutional net that achieved SOTA in a number of video classification tasks, debuted in ICLR 2022
Created
2021-11-13
14 commits to main branch, last one 2 years ago
MinkLoc3Dv2: Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training
Created
2022-01-24
26 commits to main branch, last one 9 months ago
Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevier)
Created
2019-11-20
14 commits to master branch, last one 3 years ago
EgoNN: Egocentric Neural Network for Point Cloud Based 6DoF Relocalization at the City Scale
Created
2021-07-30
64 commits to main branch, last one 2 years ago
[ICPR 2022] 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation
Created
2022-05-19
2 commits to main branch, last one 2 years ago
PyTorch Volume Models for 3D data
Created
2024-03-04
7 commits to main branch, last one 3 months ago