140 Open source projects that are alternatives of or similar to CM-NAS

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.

"NAS evaluation is frustratingly hard", ICLR2020

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

This repo is about NAS

my own deep learning mastery roadmap

Automated deep learning algorithms implemented in PyTorch.

Block-wisely Supervised Neural Architecture Search with Knowledge Distillation (CVPR 2020)

Encodings for neural architecture search

PaddleSlim is an open-source library for deep model compression and architecture search.

Awesome Neural Architecture Search Papers

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Reproducible Rapid Research for Neural Architecture Search (NAS)

(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search

TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)

A curated list of automated deep learning (including neural architecture search and hyper-parameter optimization) resources.

Cheatsheet and bash scripts sripts for Synology Nas Stations cheet cheat sheet nas networkdisk

Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)

reproduction of the article

This project is a kind of implementation of SpineNet(CVPR 2020) using mmdetection.

An AutoDL tool for Neural Architecture Search and Hyperparameter Optimization on Tensorflow and Keras

Automatic DNN compression tool with various model compression and neural architecture search techniques

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

[LPIRC 2019] First place in the Visual Wake Words challenge (TF-lite track)

A curated list of awesome resources combining Transformers with Neural Architecture Search

Ansible based Homeserver setup using Docker

LizardFS is an Open Source Distributed File System licensed under GPLv3.

Code for the WWW'20 paper "Nowhere to Hide: Cross-modal Identity Leakage between Biometrics and Devices"

Local Movies Organizer

My implementation of the paper [In Defense of the Triplet Loss for Person Re-Identification]

A macOS GUI for rsync

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

MixPath: A Unified Approach for One-shot Neural Architecture Search

Build a full-featured home server or NAS replacement with an Ubuntu box and this playbook.

A PyTorch implementation of NASBench

Script for sync operations between your NAS and your seedbox.

The implementation of "Shape Adaptor: A Learnable Resizing Module" [ECCV 2020].

关于video_reid代码的注释，原始代码地址

🤖 telegram bot for movies

A research library for pytorch-based neural network pruning, compression, and more.

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]

An alternative EQA paradigm and informative benchmark + models (BMVC 2019, ViGIL 2019 spotlight)

Qnap lcd python module, features both writing to the display as wel as reading keypresses from the panel keys. It was developed on a Qnap TS-459 and a TS-453A, it works on some other models as well.

Photo gallery for self-hosted personal servers

[InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang

This repo is a fork of Difegue / LANraragi , those things i've done was to translate this repo into chinese ,and fix chrome browser js problem.

NAS-Bench-201 API and Instruction

Web application for archival and reading of manga/doujinshi. Lightweight and Docker-ready for NAS/servers.

🚧 Under Construction 🚧 记录搭建家用兼顾学习和娱乐网络环境的一些事情，以及折腾过的一些硬件的小经验。

openmediavault is the next generation network attached storage (NAS) solution based on Debian Linux. It contains services like SSH, (S)FTP, SMB/CIFS, DAAP media server, RSync, BitTorrent client and many more. Thanks to the modular design of the framework it can be enhanced via plugins. OpenMediaVault is primarily designed to be used in home envi…

《30天自制操作系统》源码中文版。自己制作一个操作系统（OSASK）的过程

BicBucStriim streams books, digital books. It fills a gap in the functionality of current NAS devices that provide access to music, videos and photos -- but not books. BicBucStriim fills this gap and provides web-based access to your e-book collection.

A toolbox for receptive field analysis and visualizing neural network architectures

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)

Armbian configuration utility

Grab your files periodically from a remote FTP or SFTP server easily

Gofi (gəʊfi:) means Go file indexer.

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch

可基于摄像头实时监控或录制的视频或静态图片进行行人检测(lffd)/跟踪(deep sort)和行人重识别(reid)。