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The Top 296 Edge Computing Open Source Projects on Github
Categories
>
Networking
>
Edge Computing
Kubeedge
⭐
4,217
Kubernetes Native Edge Computing Framework (project under CNCF)
Wasm3
⭐
4,038
🚀 The fastest WebAssembly interpreter, and the most universal runtime
Objectbox Java
⭐
3,857
ObjectBox is a superfast lightweight database for objects
Baetyl
⭐
1,604
Extend cloud computing, data and service seamlessly to edge devices.
Wasmedge
⭐
1,554
WasmEdge is a lightweight, high-performance, and extensible WebAssembly runtime for cloud native, edge, and decentralized applications. It powers serverless apps, embedded functions, microservices, smart contracts, and IoT devices.
Mainflux
⭐
1,540
Industrial IoT Messaging and Device Management Platform
Berrynet
⭐
1,498
Deep learning gateway on Raspberry Pi and other edge devices
Awesome System For Machine Learning
⭐
1,351
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
Utensor
⭐
1,320
TinyML AI inference library
Awesome Mobile Machine Learning
⭐
1,178
A curated list of awesome mobile machine learning resources for iOS, Android, and edge devices.
Edgeml
⭐
1,167
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
Openyurt
⭐
924
OpenYurt - Extending your native Kubernetes to edge(project under CNCF)
Fly
⭐
825
Deploy app servers close to your users. Package your app as a Docker image, and launch it in 17 cities with one simple CLI.
Frugally Deep
⭐
773
Header-only library for using Keras models in C++.
Ops
⭐
698
ops - build and run nanos unikernels
Drago
⭐
661
☁️ Securely connect anything with WireGuard® and manage all your networks from a single place.
Fastmot
⭐
636
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
Superedge
⭐
587
An edge-native container management system for edge computing
Yomo
⭐
558
🦖 Serverless Streaming Framework for Low-latency Edge Computing applications, running atop QUIC protocol, as Metaverse infrastructure, engaging 5G technology.
Ekuiper
⭐
480
A lightweight IoT edge analytics software
Macchina.io
⭐
451
macchina.io EDGE is a powerful C++ and JavaScript SDK for edge devices, multi-service IoT gateways and connected embedded systems.
Zenoh
⭐
287
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.
Fabedge
⭐
260
Secure Edge-Computing Networking Solution Based On Kubernetes And KubeEdge
Fastseg
⭐
209
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
Deviceplane
⭐
198
Securely access remote devices and servers
Edge Ai
⭐
194
A curated list of resources for embedded AI
Neuralet
⭐
184
Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.
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.
Das Schiff
⭐
137
This is home of Das Schiff - Deutsche Telekom Technik's engine for Kubernetes Cluster as a Service (CaaS) in on-premise environment on top of bare-metal servers and VMs.
Haiway
⭐
134
Haiway Edge Computing OS
Cloudflare Typescript Workers
⭐
108
Types and mocks for building a tested Typescript Cloudflare Worker, generates three NPM packages
Cntt
⭐
107
CNTT
Photolabeller
⭐
101
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
Homesecurity
⭐
96
Security camera with Raspberry pi and NVIDIA Jetson platforms
Smart Social Distancing
⭐
89
Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.
Awesome Federated Machine Learning
⭐
88
Everything about federated learning, including research papers, codes, tutorials, blogs and beyond
Libgdl
⭐
88
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)
Neardb
⭐
85
Simple document db made for infinitely scalable globally distributed reads.
Ambianic Edge
⭐
82
The core runtime engine for Ambianic Edge devices.
Fogflow
⭐
75
FogFlow is a standard-based IoT fog computing framework that supports serverless computing and edge computing with advanced programming models
Awesome Edge Computing
⭐
74
A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.
Freeioe
⭐
71
FreeIOE is a framework for building IOE (Internet Of Everything) edge-computing gateway 开源的边缘计算网关框架
Rules
⭐
70
Golang based Rules for Real-time Contextual Decisions
Microshift
⭐
69
A small form factor OpenShift/Kubernetes optimized for edge computing
Nn Meter
⭐
69
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
Paradrop
⭐
65
An Edge-computing platform based on Wi-Fi routers
Edge Computing Codes
⭐
62
Simulation of algorithms for Edge Computing-related papers.
Google Coral
⭐
61
Community gathering point for Google Coral dev board and dongle knowledge.
People Counter Cpp
⭐
60
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Coreml Training
⭐
59
Source code for my blog post series "On-device training with Core ML"
People Counter Python
⭐
59
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Aws Greengrass Nucleus
⭐
58
The Greengrass nucleus component provides functionality for device side orchestration of deployments and lifecycle management for execution of Greengrass components and applications. This includes features such as starting, stopping, and monitoring execution of components and apps, interprocess communication server for communication between components, component installation and configuration management.
Awesome Edge Computing
⭐
58
边缘计算工程，从边缘计算概念、标准、软件系统、工程到商业应用。
Edgesdk
⭐
57
Build exciting new functionality by turning computing devices into edge cloud servers
Flowchain Ledger
⭐
54
A distributed ledger for the p2p and decentralized IoT devices in JavaScript.
Cloudsimsdn
⭐
54
CloudSimSDN is an SDN extension of CloudSim project to simulate Networking, SDN and SFC features in the context of edge and cloud data centers.
Sim To Real Virtual Guidance For Robot Navigation
⭐
53
🗺🤖🚘🕹📡 An effective, easy-to-implement, and low-cost modular framework for completing complex navigation tasks.
Ote Stack
⭐
52
OTE-Stack is an edge computing platform for 5G and AI
Edge Home Orchestration Go
⭐
52
Home Edge Project in LF Edge - Edge Orchestration for home edge devices to enabling smart home use cases.
Pureedgesim
⭐
48
PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.
Anax
⭐
48
Horizon agent control system
Zenoh Plugin Dds
⭐
46
A zenoh plug-in that allows to transparently route DDS data. This plugin can be used by DDS applications, such as ROS2 robotic applications and others, to leverage the zenoh for geographical routing or for better scaling discovery.
Eua Dataset
⭐
44
Edge server, user dataset for Edge Computing research
Ipdc
⭐
44
IPDC(InterPlanetary Distributed Computing) is the Distributed Computation service, A peer-to-peer hypermedia protocol to make the computation faster, open, and more scalable.
Leaf
⭐
42
Simulator for modeling energy consumption in cloud, fog, and edge computing environments 🌱
Peerjs Python
⭐
42
Python port of PeerJS client
Fog05
⭐
41
End-to-End Compute, Storage and Networking Virtualisation.
Cep
⭐
41
CEP is a software platform designed for users that want to learn or rapidly prototype using standard A.I. components.
Utensor_cgen
⭐
40
C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/
Mobilenet_v1_stm32_cmsis_nn
⭐
40
Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
Sledge Serverless Framework
⭐
38
SLEdge: a serverless runtime designed for the Edge.
Orb
⭐
37
Dynamic edge observability platform
Rpi Urban Mobility Tracker
⭐
36
The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices or live video feeds.
Microblx
⭐
34
microblx: real-time, embedded, reflective function blocks.
Safety Gear Detector Python
⭐
32
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Synse Server
⭐
32
An HTTP API for monitoring and controlling physical and virtual devices
Managed_ml_systems_and_iot
⭐
32
Managed Machine Learning Systems and Internet of Things Live Lesson
Gcloud Iot Edge Tensorflow
⭐
32
Asset Tracking using Edge Computing and Computer Vision.
Smart Retail Analytics
⭐
31
Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.
Deepthings
⭐
31
A Portable C Library for Distributed CNN Inference on IoT Edge Clusters
Iofog.org
⭐
28
Website for Eclipse ioFog, a distributed Edge Compute Network (ECN) platform
Fogernetes
⭐
27
Using Kubernetes for Fog Computing
Edgesim
⭐
26
Simulate the real environment, perform edge computing, edge caching experiments
Advantedge
⭐
26
AdvantEDGE, Mobile Edge Emulation Platform
Keras_openvino
⭐
26
How to run Keras model inference x3 times faster with CPU and Intel OpenVINO
Fogbus
⭐
25
[JSS'19] A Blockchain-based Lightweight Framework for Edge and Fog Computing
Concurrent Video Analytic Pipeline Optimization Sample L
⭐
25
Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.
Examples
⭐
24
Code examples you can use with Horizon.
Models
⭐
22
Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.
Iot Codelabs
⭐
21
Huawei CodeLab - IoT
Nott
⭐
21
The New OTT Platform - an excuse to discuss and design a simple edge computing platform
Edge Graphql Dynamodb Api
⭐
21
Serverless GraphQL API on Edge with Global DynamoDB Tables
Ncs
⭐
20
Movidius Neural Compute Stick V2.0 API Go bindings
Sparkfun_edge
⭐
20
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.
Shopper Gaze Monitor Python
⭐
20
Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.
Duedge Recipes
⭐
20
DuEdge百度边缘网络计算样例代码
Microsoftcloudworkshop Asia
⭐
19
Microsoft Cloud Workshop Asia for Intelligent Cloud / Intelligent Edge
Motor Defect Detector Python
⭐
18
Predict performance issues with manufacturing equipment motors. Perform local or cloud analytics of the issues found, and then display the data on a user interface to determine when failures might arise.
Coord Sim
⭐
18
Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).
1-100 of 296 projects
Next >
Advertising
📦 9
All Projects
Application Programming Interfaces
📦 120
Applications
📦 181
Artificial Intelligence
📦 72
Blockchain
📦 70
Build Tools
📦 111
Cloud Computing
📦 79
Code Quality
📦 28
Collaboration
📦 30
Command Line Interface
📦 48
Community
📦 81
Companies
📦 60
Compilers
📦 60
Computer Science
📦 74
Configuration Management
📦 39
Content Management
📦 167
Control Flow
📦 197
Data Formats
📦 77
Data Processing
📦 266
Data Storage
📦 132
Economics
📦 60
Frameworks
📦 198
Games
📦 122
Graphics
📦 103
Hardware
📦 148
Integrated Development Environments
📦 47
Learning Resources
📦 147
Legal
📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
Mapping
📦 61
Marketing
📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
Web Browsers
📦 38
Web Servers
📦 25
Web User Interface
📦 194
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