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andylau-bit's Projects

aicity-reid-2020

:red_car: The 1st Place Submission to AICity Challenge 2020 re-id track (Baidu-UTS submission)

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autonomousdrivingcookbook

Scenarios, tutorials and demos for Autonomous Driving

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-reid-dataset

Collection of public available person re-identification datasets

awesome-visual-transformer

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

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

bytetrack

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

bytetrack-opencv-onnxruntime

分别使用OpenCV、ONNXRuntime部署YOLOX+ByteTrack目标跟踪，包含C++和Python两个版本的程序

centroids-reid

On the Unreasonable Effectiveness of Centroids in Image Retrieval

cplusplus-concurrency-in-practice

A Detailed Cplusplus Concurrency Tutorial 《C++ 并发编程指南》

cpp-primer-5th-notes-cn

📚 《C++ Primer中文版（第5版）》笔记

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

detr

End-to-End Object Detection with Transformers

dino

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

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

eigen

Eigen is a C++ template library for linear algebra: matrices, vectors, numerical solvers, and related algorithms.

eigendocinchinese

Eigen3.3.7 Doc中文版

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

ffmpeg-python

Python bindings for FFmpeg - with complex filtering support

lapjv-algorithm-c

Jonker-Volgenant / LAPJV algorithm for the linear assignment problem, in C language

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

mytinystl

Achieve a tiny STL in C++11

paper-reading

深度学习经典、新论文逐段精读

py-motmetrics

:bar_chart: Benchmark multiple object trackers (MOT) in Python

pytorch-auto-slim-tools

pytorch AutoSlim tools，支持三行代码对pytorch模型进行剪枝压缩

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

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