zhymeng,github

2s-agcn

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

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-gnn-research

GNN

awesome-skeleton-based-action-recognition

Skeleton-based Action Recognition

awesome-video-datasets

Video datasets

cs-books

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

cs-self-learning

计算机自学指南

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

efficient-ai-backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

emo

[ICCV 2023] Official PyTorch implementation of "Rethinking Mobile Block for Efficient Attention-based Models"

epic-kitchens-download-scripts

Download scripts for EPIC-KITCHENS

fine-grained-activity-recognition-in-videos

Fine grained activity recognition in videos

mp-gcn

Our official implementation of "Graph-Based Motion Prediction for Abnormal Action Detection"

ms-g3d

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

mst-gcn

This is the official implemntation for "Multi-scale spatial temporal graph convolutional network for skeleton-based action recognition" AAAI-2021

nturgb-d

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

pyskl

A toolbox for skeleton-based action recognition.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

sample-fusion-network

Sample Fusion Network: An End-to-End Data Augmentation Network for Skeleton-based Human Action Recognition

sgn

This is the implementation of CVPR2020 paper “Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition”.

skeleton-graph

Code for: "Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs", ICCV2021 Workshops

st-gcn

ST-GCN-5-25

university

:octocat:120+国内高校课程资源纯手工整理，欢迎补充、修订 https://studyhard.cf/

unsupervised-representation-learning-with-long-term-dynamics-for-skeleton-based-action-recognition

AAAI-2018

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