tailin1009

DualHead-Network

The implementation for "Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition"(ACM Multimedia 2021)

LSTA-Net

GNNPapers

Must-read papers on graph neural networks (GNN)

NTU-RGB-Skeleton-Python

Read the skeleton files provided in NTU RGB skeleton dataset and draw the skeleton on the corresponding RGB video.

PartProto-Skeleton

The PyTorch implementation of “Part-aware Prototypical Graph Network for One-shot Skeleton-based Action Recognition”, FG 2023

DecoupleGCN-DropGraph

The implementation for "Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition" (ECCV2020).

deeplearning-models

A collection of various deep learning architectures, models, and tips

DepthAwareCNN

Depth-aware CNN for RGB-D Segmentation, ECCV 2018

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

English-Writing

Enhance Your English Writing

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

GCN_study

GCN 入门学习教程

google-cloud-tutorial

A tutorial on using Google Cloud Platform to do Machine Learning Research

hello-world

A hello world repository

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

LatentGNN-V1-PyTorch

Implementation of “LatentGNN: Learning Efficient Non-local Relations for Visual Recognition”(ICML 2019)

lihang-code

《统计学习方法》的代码实现

LSTMEnsemble4HAR

Ensemble Method for HAR

prototypical-network-pytorch

A re-implementation of "Prototypical Networks for Few-shot Learning"

prototypical-networks

Code containing implementation of prototypical networks paper with a few tweaks

pwc

Papers with code. Sorted by stars. Updated weekly.

Python-100-Days

Python - 100天从新手到大师

pytorch-softdtw-cuda

Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch using Numba

pytorchviz

A small package to create visualizations of PyTorch execution graphs

quovadis

Repository for the 'Quo Vadis, Skeleton Action Recognition ?' paper

Shift-GCN

The implementation for "Skeleton-Based Action Recognition with Shift Graph Convolutional Network" (CVPR2020 oral).

skeleton-images

Code for skeleton image representations based on spatial structure of the skeleton joints (AVSS 2019 and SIBGRAPI 2019).

st-gcn

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

video-classification

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101