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MinkowskiEngine NVIDIA

343

2.4k

other

45

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

Created 2019-04-04

531 commits to master branch, last one about a year ago

lip-reading-deeplearning astorfi

321

1.8k

apache-2.0

54

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

tensorflow deep-learning computer-vision speech-recognition 3d-convolutional-network

Created 2017-06-20

112 commits to master branch, last one 4 years ago

MedicalZooPytorch black0017

294

1.6k

mit

34

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

iseg unet resnet pytorch densenet brats2018 brats2019 mrbrains18 segmentation deep-learning iseg-challenge medical-imaging segmentation-models unet-image-segmentation 3d-convolutional-network medical-image-processing medical-image-segmentation

Created 2019-07-23

122 commits to master branch, last one 2 years ago

kinetics_i3d_pytorch hassony2

114

519

mit

14

Inflated i3d network with inception backbone, weights transfered from tensorflow

i3d weight pytorch kinetics inception-v1 inflated-network pytorch-rgb-predictions 3d-convolutional-network pytorch-flow-predictions

Created 2017-08-21

69 commits to master branch, last one 3 years ago

Relation-Shape-CNN Yochengliu

72

415

mit

19

Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)

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

Created 2019-04-04

87 commits to master branch, last one 4 years ago

Intelegent_Lock AhmetHamzaEmra

59

176

mit

18

lock mechanism with face recognition and liveness detection

cv2 keras conv3d opencv python3 tflearn cool-stuff tensorflow deep-learning face-recognition keras-tensorflow liveness-detection 3d-convolutional-network convolutional-neural-networks

Created 2017-11-17

24 commits to master branch, last one 9 months ago

elektronn3 ELEKTRONN

26

161

mit

18

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

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

Created 2017-12-11

988 commits to master branch, last one 6 months ago

HumanBehaviorBKU dolongbien

57

156

unknown

9

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

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

Created 2019-01-08

150 commits to master branch, last one 4 years ago

MinkLoc3D jac99

19

122

mit

3

MinkLoc3D: Point Cloud Based Large-Scale Place Recognition

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

Created 2020-11-11

61 commits to master branch, last one 4 months ago

DensePoint Yochengliu

24

117

mit

10

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

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

Created 2019-08-01

6 commits to master branch, last one 4 years ago

uniformer-pytorch lucidrains

4

97

mit

6

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

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

Created 2021-11-13

14 commits to main branch, last one 2 years ago

MinkLocMultimodal jac99

10

95

mit

3

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

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

Created 2021-04-10

94 commits to master branch, last one 5 months ago

MinkLoc3Dv2 jac99

15

71

mit

5

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

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

Created 2022-01-24

26 commits to main branch, last one 4 months ago

stconvs2s AIRGOLAB-CEFET-RJ

22

60

gpl-3.0

8

Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevier)

weather-forecasting 3d-convolutional-network sequence-to-sequence-models spatiotemporal-data-analysis

Created 2019-11-20

14 commits to master branch, last one 3 years ago

Egonn jac99

8

49

mit

3

EgoNN: Egocentric Neural Network for Point Cloud Based 6DoF Relocalization at the City Scale

3d-vision 6dof-pose point-cloud deep-learning mulran-dataset computer-vision metric-learning minkowski-engine lidar-point-cloud place-recognition keypoint-detection 3d-convolutional-network

Created 2021-07-30

64 commits to main branch, last one 2 years ago

3DConvCaps UARK-AICV

6

43

apache-2.0

2

[ICPR 2022] 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation

capsule-network medical-image-analysis 3d-convolutional-network

Created 2022-05-19

2 commits to main branch, last one 2 years ago