sdusyj

NTURGB-D

Info and sample codes for "NTU RGB+D Action Recognition Dataset"

DGNN-PyTorch

Unofficial PyTorch implementation of the CVPR'19 paper "Skeleton-Based Action Recognition with Directed Graph Neural Networks".

2s-AGCN

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19

MS-G3D

[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

ST-TR

Spatial Temporal Transformer Network for Skeleton-Based Activity Recognition

HGCN

AM-GCN

AM-GCN: Adaptive Multi-channel Graph Convolutional Networks

AeS-GCN

(CAVW)AeS-GCN

st-gcn

Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch

mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

pyskl

A toolbox for skeleton-based action recognition.

skeleton-action-recognition

NTU RGB+D Dataset Action Recognition with GNNs and CNNs

pytorch_geometric

Graph Neural Network Library for PyTorch

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

B-spline-Curves-and-Surfaces

This repo holds some implementations and approximations of B-spline curves and surfaces

Contrastive-Predictive-Coding-PyTorch

Contrastive Predictive Coding for Automatic Speaker Verification

contrastive-predictive-coding-for-har

Implementation of Contrastive Predictive Coding for Human Activity Recognition

csshar_tfa

Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition

on-the-role-of-features-in-har

Implementation of the models studied in the paper: On the role of features in human activity recognition

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

vision_transformer

ContrastiveLearningHAR

Contrastive Learning (SimCLR) for Human Activity Recognition

early-stopping-pytorch

Early stopping for PyTorch

pytorch-image-captioning

Transformer & CNN Image Captioning model in PyTorch.

rezero

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

OCR-transformer

OCR seq2seq resnet+transformer