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Name: Liu-X

Type: User

Liu-X's Projects

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-deeplearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

backgroundmattingv2

Real-Time High-Resolution Background Matting

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

fedml

FedML - The federated and distributed machine learning library enabling machine learning anywhere at any scale. It's backed by FedML, Inc (https://FedML.ai). Supporting large-scale geo-distributed training, cross-device federated learning on smartphones/IoTs, cross-silo federated learning on data silos, and research simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. FedML’s core technology is backed by years of cutting-edge research represented in 50+ publications in ML/FL Algorithms, Security/Privacy, Systems, and Applications, as well as 10 years of industrial experience in Distributed Systems, Cloud Computing, and Mobile/IoT Systems.

fedprox

Federated Optimization in Heterogeneous Networks (MLSys '20)

fire-smoke-dataset

An image dataset for training fire and frame detection AI

firedetection

FireDetection is an artificial intelligence project for real-time fire detection and custom images.

fun-rec

本推荐算法教程主要是针对具有机器学习基础并想找推荐算法岗位的同学，教程由推荐算法基础、推荐算法入门赛、新闻推荐项目及推荐算法面经组成，形成了一个完整的从基础到实战再到面试的闭环。

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

netron

Visualizer for neural network, deep learning, and machine learning models

nextjs-notion-starter-kit

Deploy your own Notion-powered website in minutes with Next.js and Vercel.

opencv_contrib

Repository for OpenCV's extra modules

paddle2onnx

ONNX Model Exporter for PaddlePaddle

practicalai-cn

AI实战-practicalAI 中文版

pyskl

A toolbox for skeleton-based action recognition.

python

All Algorithms implemented in Python

pytorch-diou-yolov3

Pytorch复现YOLOv3，使用最新的DIOU loss训练

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-pruning-2step

2-stage pruning to favor distributed inference (local device compute half of the model, upload the feature for further computing on stronger devices or cloud).

pytorch-splitnet

PyTorch implementation of ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

siam-mot

SiamMOT: Siamese Multi-Object Tracking

skills

个人的技能树仓库，包含一些个人学习的笔记以及开发项目

split-model-inference

We research the benefit of performing split model inference on speech models using the edge devices and the cloud infrastructure

tecogan

This repo contains source code and materials for the TEmporally COherent GAN SIGGRAPH project.

torch-model-compression

针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

vit-pytorch

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

vit-pytorch-1

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

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