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2s-agcn

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

as-gcn

The model architecture of AS-GCN (for human action recognition)

channel-transformer

ctr-gcn

[ICCV2021] Official code for "Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition"

darts

Differentiable architecture search for convolutional and recurrent networks

darts-

Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"

deep_learning_for_camera_trap_images

This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained on the Snapshot Serengeti dataset.

deeplabcut

Markerless tracking of user-defined features with deep learning

dots

The official implementation of "DOTS: Decoupling Operation and Topology in Differentiable Architecture Search

evolution-strategies-starter

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

ezc3d

Easy to use C3D reader/writer for C++, Python and Matlab

gcn-nas

Source code for "Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching", AAAI2020

gluon-cv

Gluon CV Toolkit

graph-bert

Source code of Graph-Bert

hourglasstensorlfow

Tensorflow implementation of Stacked Hourglass Networks for Human Pose Estimation

hw-nas-bench

[ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark

latex

leap

LEAP Estimates Animal Pose

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

long-short-graph-memory-network

Long-Short Graph Memory Network for Skeleton-based Action Recognition（WACV2020）

mmaction

An open-source toolbox for action understanding based on PyTorch

mmskeleton

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

moments_models

The pretrained models trained on Moments in Time Dataset

ms-g3d

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

nas-bench-macro

NAS Benchmark in "Prioritized Architecture Sampling with Monto-Carlo Tree Search", CVPR2021

nlp_coding

NLP

openpose

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

ra-gcnv1

RA-GCN v1 for incomplete skeleton-based action recognition, accepted by ICIP2019

resgcnv1

ResGCN: an efficient baseline for skeleton-based human action recognition.