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The Top 330 Edge Computing Open Source Projects on Github
Categories
>
Networking
>
Edge Computing
Kubeedge
⭐
4,662
Kubernetes Native Edge Computing Framework (project under CNCF)
Wasm3
⭐
4,478
🚀 The fastest WebAssembly interpreter, and the most universal runtime
Objectbox Java
⭐
3,964
ObjectBox is a superfast lightweight database for objects
Wasmedge
⭐
2,583
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
⭐
1,671
Industrial IoT Messaging and Device Management Platform
Baetyl
⭐
1,666
Extend cloud computing, data and service seamlessly to edge devices.
Awesome System For Machine Learning
⭐
1,507
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
Berrynet
⭐
1,498
Deep learning gateway on Raspberry Pi and other edge devices
Utensor
⭐
1,320
TinyML AI inference library
Edgeml
⭐
1,211
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
Openyurt
⭐
1,093
OpenYurt - Extending your native Kubernetes to edge(project under CNCF)
Ops
⭐
843
ops - build and run nanos unikernels
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
⭐
805
Header-only library for using Keras models in C++.
Fastmot
⭐
786
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
Drago
⭐
786
☁️ Securely connect anything with WireGuard® and manage all your networks from a single place.
Superedge
⭐
742
An edge-native container management system for edge computing
Yomo
⭐
731
🦖 Serverless Streaming Framework for Low-latency Edge Computing applications, running atop QUIC protocol, as Metaverse infrastructure, engaging 5G technology.
Ekuiper
⭐
578
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.
Orb
⭐
378
Orb is a cloud native orchestration platform for dynamic edge network observability
Zenoh
⭐
368
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.
Intel Device Plugins For Kubernetes
⭐
234
Collection of Intel device plugins for Kubernetes
Edge Ai
⭐
211
A curated list of resources for embedded AI
Fastseg
⭐
209
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
Microshift
⭐
198
A small form factor OpenShift/Kubernetes optimized for edge computing
Deviceplane
⭐
198
Securely access remote devices and servers
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
⭐
173
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.
Awesome Federated Machine Learning
⭐
167
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Nn Meter
⭐
141
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
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
Cntt
⭐
112
CNTT
Cloudflare Typescript Workers
⭐
108
Types and mocks for building a tested Typescript Cloudflare Worker, generates three NPM packages
Smart Social Distancing
⭐
106
Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.
Awesome Edge Computing
⭐
105
A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.
Cep
⭐
102
CEP is a software platform designed for users that want to learn or rapidly prototype using standard A.I. components.
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
Unid
⭐
94
E2E DATA SECURITY PLATFORM
Eua Dataset
⭐
94
Edge server, user dataset for Edge Computing research
Ambianic Edge
⭐
89
The core runtime engine for Ambianic Edge devices.
Fogflow
⭐
88
FogFlow is a standard-based IoT fog computing framework that supports serverless computing and edge computing with advanced programming models
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)
Leopard
⭐
85
On-device speech-to-text engine powered by deep learning
Neardb
⭐
85
Simple document db made for infinitely scalable globally distributed reads.
Freeioe
⭐
73
FreeIOE is a framework for building IOE (Internet Of Everything) edge-computing gateway 开源的边缘计算网关框架. 讨论群: 291292378
Rules
⭐
70
Golang based Rules for Real-time Contextual Decisions
Aws Greengrass Nucleus
⭐
67
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.
Pureedgesim
⭐
67
PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.
Paradrop
⭐
65
An Edge-computing platform based on Wi-Fi routers
Edge Home Orchestration Go
⭐
63
Home Edge Project in LF Edge - Edge Orchestration for home edge devices to enabling smart home use cases.
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.
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.
Coreml Training
⭐
59
Source code for my blog post series "On-device training with Core ML"
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
Zenoh Plugin Dds
⭐
55
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.
Recoedge
⭐
55
Deploy recommendation engines with Edge Computing
Anax
⭐
55
Horizon agent control system
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
Peerjs Python
⭐
50
Python port of PeerJS client
Areg Sdk
⭐
47
An Interface centric real-time communication engine to simplify distributed programming and enable mist computing.
Leaf
⭐
47
Simulator for modeling energy consumption in cloud, fog, and edge computing environments 🌱
Sledge Serverless Framework
⭐
46
SLEdge: a serverless runtime designed for the Edge.
Fog05
⭐
45
End-to-End Compute, Storage and Networking Virtualisation.
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.
Mobilenet_v1_stm32_cmsis_nn
⭐
40
Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
Utensor_cgen
⭐
40
C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/
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.
Synse Server
⭐
33
An HTTP API for monitoring and controlling physical and virtual devices
Safety Gear Detector Python
⭐
32
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
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.
Deepthings
⭐
31
A Portable C Library for Distributed CNN Inference on IoT Edge Clusters
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.
Awesome Edge Intelligence Collections
⭐
31
About DNN compression and acceleration on Edge Devices.
Advantedge
⭐
30
AdvantEDGE, Mobile Edge Emulation Platform
Iofog.org
⭐
28
Website for Eclipse ioFog, a distributed Edge Compute Network (ECN) platform
Concurrent Video Analytic Pipeline Optimization Sample L
⭐
28
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.
Fogernetes
⭐
27
Using Kubernetes for Fog Computing
Keras_openvino
⭐
26
How to run Keras model inference x3 times faster with CPU and Intel OpenVINO
Edgesim
⭐
26
Simulate the real environment, perform edge computing, edge caching experiments
Fogbus
⭐
25
[JSS'19] A Blockchain-based Lightweight Framework for Edge and Fog Computing
Examples
⭐
24
Code examples you can use with Horizon.
Browser Ml Inference
⭐
22
Edge Inference in Browser with Transformer NLP model
Models
⭐
22
Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.
Ant
⭐
22
ANT (AI-based Networked Things) Framework
Edge Graphql Dynamodb Api
⭐
21
Serverless GraphQL API on Edge with Global DynamoDB Tables
Iot Codelabs
⭐
21
Huawei CodeLab - IoT
Nott
⭐
21
The New OTT Platform - an excuse to discuss and design a simple edge computing platform
Ncs
⭐
20
Movidius Neural Compute Stick V2.0 API Go bindings
1-100 of 330 projects
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Advertising
📦 9
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📦 181
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📦 72
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📦 70
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📦 111
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📦 79
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📦 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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