happywu

CvT

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

NN-CUDA-Example

Several simple examples for popular neural network toolkits calling custom CUDA operators.

AVID-CMA

Audio Visual Instance Discrimination with Cross-Modal Agreement

Awesome-Visual-Transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

SciencePlots

Matplotlib styles for scientific plotting

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

SeCo-Sequence-Contrastive-Learning

rebiber

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

CoCLR

[NeurIPS'20] Self-supervised Co-Training for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.

pytorch_memlab

Profiling and inspecting memory in pytorch

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

deit

Official DeiT repository

transformers

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

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

VisualTransformers

A Pytorch Implementation of the following paper "Visual Transformers: Token-based Image Representation and Processing for Computer Vision"

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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

vision_transformer

temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

video-clip-order-prediction

Self-supervised Spatiotemporal Learning via Video Clip Order Prediction

DPC

Video Representation Learning by Dense Predictive Coding. Tengda Han, Weidi Xie, Andrew Zisserman.

two-stream-action-recognition

Using two stream architecture to implement a classic action recognition method on UCF101 dataset

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

siamfc-pytorch

A clean PyTorch implementation of SiamFC tracking/training, evaluated on 7 datasets.

rclone

"rsync for cloud storage" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Azure Blob, Azure Files, Yandex Files

vince

Video Noise Contrastive Estimation