fuziwang

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

fe-interview

前端面试每日 3+1，以面试题来驱动学习，提倡每日学习与思考，每天进步一点！每天早上5点纯手工发布面试题（死磕自己，愉悦大家），6000+道前端面试题全面覆盖，HTML/CSS/JavaScript/Vue/React/Nodejs/TypeScript/ECMAScritpt/Webpack/Jquery/小程序/软技能……

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

PRML

PRML algorithms implemented in Python

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

Daily-Question

互联网大厂内推及大厂面经整理，并且每天一道面试题推送。每天五分钟，半年大厂中

competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

awesome-action-recognition

A curated list of action recognition and related area resources

mmskeleton

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

ViLT

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

pytorch_classification

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

Transformer-in-Vision

Recent Transformer-based CV and related works.

Realtime-Action-Recognition

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

TimeSformer-pytorch

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

Awesome-Skeleton-based-Action-Recognition

Skeleton-based Action Recognition

MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

PyVideoResearch

A repository of common methods, datasets, and tasks for video research

gdrive.sh

Download a file or a folder easily. curl gdrive.sh | bash -s $fileid

cvpr2020-plant-pathology

action-recognition

Three steps to train your own model for action recognition based on CNN and LSTM by PyTorch.

TVCaption

[ECCV 2020] PyTorch code of MMT (a multimodal transformer captioning model) on TVCaption dataset

ntu-x

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

STEP

Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits

CrosSCLR

The Official PyTorch implementation of "3D Human Action Representation Learning via Cross-View Consistency Pursuit" in CVPR 2021

basic-image-eda

A simple image dataset EDA tool (CLI / Code)

DMER

A survey of deep multimodal emotion recognition.

Alzheimer

阿尔兹海默症的识别--DataFountain

Video-Action-Recognition

Computer Vision Competition '20

BusinessAppMaker

This service allows small business owners to start their online business within minutes by creating personalised e-commerce android applications in just few clicks