memoiry

swa_object_detection

SWA Object Detection

blog

Source code of my personal blog

DeFeat.pytorch

FasterTransformer

Transformer related optimization, including BERT, GPT

PixPro

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021

TraDeS

Track to Detect and Segment: An Online Multi-Object Tracker (CVPR 2021)

wtf

The personal information dashboard for your terminal

Lite-HRNet

This is an official pytorch implementation of Lite-HRNet: A Lightweight High-Resolution Network.

s2anet

Official code of the paper "Align Deep Features for Oriented Object Detection"

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Smart_Construction

Base on YOLOv5 Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

OTA

Official implementation of our CVPR2021 paper "OTA: Optimal Transport Assignment for Object Detection" in Pytorch.

LiDAR_RCNN

LiDAR R-CNN: An Efficient and Universal 3D Object Detector

LightTrack

[CVPR21] LightTrack: Finding Lightweight Neural Network for Object Tracking via One-Shot Architecture Search

SimCSE

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

one-person-businesses-methodology

一人公司方法论

learning3d

This is a complete package of recent deep learning methods for 3D point clouds in pytorch (with pretrained models).

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

MSAD

Multi-Scale Aligned Distillation for Low-Resolution Detection (CVPR2021)

pytorchvideo

A deep learning library for video understanding research.

DEKR

This is an official implementation of our CVPR 2021 paper "Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression" (https://arxiv.org/abs/2104.02300)

SA-AutoAug

Scale-aware Automatic Augmentation for Object Detection (CVPR 2021)

qd-3dt

Official implementation of Monocular Quasi-Dense 3D Object Tracking, TPAMI 2022

imgviz

Image Visualization Tools (object detection, semantic and instance segmentation)

Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

eql.detectron2

The official implementation of Equalization Loss for Long-Tailed Object Recognition (CVPR 2020) based on Detectron2. https://arxiv.org/abs/2003.05176

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

HDNet_TikTok

structure_knowledge_distillation

The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.