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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

3ddfa

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

algorithm-stone

ACM/LeetCode算法竞赛路线图，最全的算法学习地图！

alpha_go_zero_implementation

An implementation of the Alpha Go Zero algorithm, runnable on a single GPU

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

balanced-dataparallel

这里是改进了pytorch的DataParallel, 用来平衡第一个GPU的显存使用量

cdp

Code for our ECCV 2018 work.

cmc

"Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

design-patterns-cpp

C++ Design Patterns

everydaywechat

每日自动给女朋友发微信暖心话。

face-cluster-by-infomap

face-cluster-by-infomap 一种无监督人脸聚类方法，在开源数据集上取得SOTA效果

face_pytorch

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

facex-zoo

A PyTorch Toolbox for Face Recognition

feeluown

trying to be a user-friendly and hackable music player

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

insightface

Face Analysis Project on MXNet

interview_python

关于Python的面试题

knowledge-distillation-zoo

libco

libco is a coroutine library which is widely used in wechat back-end service. It has been running on tens of thousands of machines since 2013.

lite.ai.toolkit

Lite.AI.ToolKit 🚀🚀🌟: A lite C++ toolkit of awesome AI models(一个开箱即用的C++ AI工具箱，支持ONNXRuntime/NCNN/MNN/TNN), such as RobustVideoMatting🔥, YOLOX🔥, YOLOP🔥 etc. (https://github.com/DefTruth/lite.ai.toolkit/releases/tag/v0.1.0)

mnn

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

model-compression

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for quantization)

new-pac

py12306

🚂 12306 购票助手，支持分布式，多账号，多任务购票以及 Web 页面管理

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques