Awesome Open Source
Awesome Open Source
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edge-computing
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📦 10
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📦 124
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📦 192
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📦 78
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📦 73
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📦 80
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📦 28
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📦 32
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📦 49
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📦 63
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📦 133
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📦 330
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📦 514
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📦 71
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📦 26
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📦 210
The Top 36 Edge Computing Open Source Projects
Categories
>
Networking
>
Edge Computing
Kubeedge
⭐
3,884
Kubernetes Native Edge Computing Framework (project under CNCF)
Objectbox Java
⭐
3,813
ObjectBox is a superfast lightweight database for objects
Wasm3
⭐
3,671
🚀 The fastest WebAssembly interpreter, and the most universal runtime
Baetyl
⭐
1,547
Extend cloud computing, data and service seamlessly to edge devices.
Berrynet
⭐
1,506
Deep learning gateway on Raspberry Pi and other edge devices
Mainflux
⭐
1,408
Industrial IoT Messaging and Device Management Platform
Utensor
⭐
1,306
TinyML AI inference library
Awesome System For Machine Learning
⭐
1,228
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
Awesome Mobile Machine Learning
⭐
1,163
A curated list of awesome mobile machine learning resources for iOS, Android, and edge devices.
Edgeml
⭐
1,127
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
Deviceplane
⭐
917
Open source device management for embedded systems and edge computing
Fly
⭐
899
Deploy app servers close to your users. Package your app as a Docker image, and launch it in 17 cities with one simple CLI.
Openyurt
⭐
809
OpenYurt - Extending your native Kubernetes to edge(project under CNCF)
Ops
⭐
575
ops - build and run nanos unikernels
Macchina.io
⭐
440
macchina.io IoT Edge Device SDK is a powerful C++ and JavaScript SDK for edge devices, IoT gateways and connected embedded systems.
Fastmot
⭐
379
High-performance multiple object tracking based on YOLO, Deep SORT, and optical flow
Kuiper
⭐
364
A lightweight IoT edge analytics software
Yomo
⭐
338
🦖 Streaming-Serverless Framework for Low-latency Edge Computing applications, running atop QUIC protocol, engaging 5G technology.
Drago
⭐
236
A flexible configuration manager for Wireguard networks
Zenoh
⭐
231
zenoh unifies data in motion, data in-use, data at rest and computations. It carefully blends traditional pub/sub with geo-distributed storages, queries and computations, while retaining a level of time and space efficiency that is well beyond any of the mainstream stacks.
Fastseg
⭐
220
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
Neuralet
⭐
207
Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.
Deviceplane
⭐
194
Securely access remote devices and servers
Edge Ai
⭐
175
A curated list of resources for embedded AI
Microsoft Rocket Video Analytics Platform
⭐
163
A highly extensible software stack to empower everyone to build practical real-world live video analytics applications for object detection and counting with cutting edge machine learning algorithms.
Glossary
⭐
139
The Linux Foundation's Open Glossary of Edge Computing project curates and defines terms related to the field of edge computing, collecting common and accepted definitions into an openly licensed repository.
Haiway
⭐
135
Haiway Edge Computing OS
Photolabeller
⭐
121
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
Cloudflare Typescript Workers
⭐
101
Types and mocks for building a tested Typescript Cloudflare Worker, generates three NPM packages
Neardb
⭐
96
Simple document db made for infinitely scalable globally distributed reads.
Libgdl
⭐
90
一个移动端跨平台的gpu+cpu并行计算的cnn框架(A mobile-side cross-platform gpu+cpu parallel computing CNN framework)
Coreml Training
⭐
77
Source code for my blog post series "On-device training with Core ML"
Fogflow
⭐
68
FogFlow is a standard-based IoT fog computing framework that supports serverless computing and edge computing with advanced programming models
People Counter Python
⭐
66
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Utensor_cgen
⭐
43
C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/
Sparkfun_edge
⭐
23
SparkFun's Edge Development Board is based around the newest edge technology and is perfect for getting your feet wet with voice and even gesture recognition without relying on 3rd party cloud services.
1-36 of 36 projects
Advertising
📦 10
All Projects
Application Programming Interfaces
📦 124
Applications
📦 192
Artificial Intelligence
📦 78
Blockchain
📦 73
Build Tools
📦 113
Cloud Computing
📦 80
Code Quality
📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
📦 83
Companies
📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
Text Processing
📦 136
User Interface
📦 330
User Interface Components
📦 514
Version Control
📦 30
Virtualization
📦 71
Web Browsers
📦 42
Web Servers
📦 26
Web User Interface
📦 210
