tailin1009

few-shot-action-recognition

Implementations of some few-shot action recognition methods.

trx

Temporal-Relational CrossTransformers (CVPR 2021)

Machine-Learning-Notes

周志华《机器学习》手推笔记

TPN

[CVPR 2020] Temporal Pyramid Network for Action Recognition

NTURGB-D

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

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

prototypical-networks

Code containing implementation of prototypical networks paper with a few tweaks

prototypical-network-pytorch

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

DSTA-Net

ST-TR

Spatial Temporal Transformer Network for Skeleton-Based Activity Recognition

ntu-x

NTU-X, which is an extended version of popular NTU dataset

one-key-hidpi

Enable macOS HiDPI and have a native setting.

TimeSformer-pytorch

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

SimLoss

A PyTorch implementation of our proposed loss function from the paper "SimLoss: Class Similarities in Cross Entropy"

DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Share-SSR-V2ray

机场推荐/SSR V2ray节点订阅机场/镜像直连/工具推荐

GNNPapers

Must-read papers on graph neural networks (GNN)

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。

deeplearning-models

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

SlowFast

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

pyda-2e-zh

:book: [译] 利用 Python 进行数据分析 · 第 2 版

Awesome-Skeleton-based-Action-Recognition

Skeleton-based Action Recognition

Skeleton-Based-Action-Recognition-Papers

The paper list about skeleton-based action recognition.

lihang-code

《统计学习方法》的代码实现

MachineLearning

一些关于机器学习的学习资料与研究介绍

mmskeleton

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

twostreamfusion

Code release for "Convolutional Two-Stream Network Fusion for Video Action Recognition", CVPR 2016.

pytorch-video-recognition

PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.