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The Top 397 Edge Computing Open Source Projects

Categories > Networking > Edge Computing
Wasm3 ⭐ 5,528
🚀 The fastest WebAssembly interpreter, and the most universal runtime
most recent commit 4 days ago
Kubeedge ⭐ 5,473
Kubernetes Native Edge Computing Framework (project under CNCF)
dependent packages 6total releases 200most recent commit 19 hours ago
Wasmedge ⭐ 4,277
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.
dependent packages 5total releases 6most recent commit 9 hours agocargo wasmedge-types} Downloads
Mainflux ⭐ 1,939
Industrial IoT Messaging and Device Management Platform
dependent packages 11total releases 25most recent commit 18 hours ago
Awesome System For Machine Learning ⭐ 1,787
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
most recent commit 10 hours ago
Baetyl ⭐ 1,753
Extend cloud computing, data and service seamlessly to edge devices.
total releases 124most recent commit 20 hours ago
Minisearch ⭐ 1,686
Tiny and powerful JavaScript full-text search engine for browser and Node
dependent packages 17total releases 70most recent commit 15 hours agonpm minisearch} Downloads
Berrynet ⭐ 1,549
Deep learning gateway on Raspberry Pi and other edge devices
most recent commit 5 months ago
Edgeml ⭐ 1,357
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
total releases 2most recent commit 7 hours ago
Openyurt ⭐ 1,342
OpenYurt - Extending your native Kubernetes to edge(project under CNCF)
total releases 51most recent commit 19 hours ago
Utensor ⭐ 1,320
TinyML AI inference library
most recent commit a year ago
Yomo ⭐ 1,281
🦖 Serverless Streaming Framework for low-latency geo-distributed system and realtime collaboration application, running atop QUIC protocol, as Metaverse infrastructure, engaging 5G technology.
dependent packages 7total releases 73most recent commit 2 days ago
Deepcamera ⭐ 1,100
Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more
most recent commit 8 hours ago
Ops ⭐ 1,044
ops - build and run nanos unikernels
total releases 54most recent commit 14 days ago
Frugally Deep ⭐ 918
Header-only library for using Keras (TensorFlow) models in C++.
most recent commit 20 hours ago
Superedge ⭐ 879
An edge-native container management system for edge computing
total releases 21most recent commit 6 days ago
Ekuiper ⭐ 840
Lightweight data stream processing engine for IoT edge
total releases 33most recent commit 17 hours ago
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.
dependent packages 6total releases 52most recent commit 2 years agonpm @fly/v8env} Downloads
Drago ⭐ 786
☁️ Securely connect anything with WireGuard® and manage all your networks from a single place.
total releases 4most recent commit a year ago
Fastmot ⭐ 786
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
most recent commit 10 months ago
Awesome Federated Machine Learning ⭐ 683
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
most recent commit 2 days ago
Zenoh ⭐ 601
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.
dependent packages 5total releases 9most recent commit 11 hours agocargo zenoh-util} Downloads
Macchina.io ⭐ 488
macchina.io EDGE is a powerful C++ and JavaScript SDK for edge devices, multi-service IoT gateways and connected embedded systems.
most recent commit 16 days ago
Microshift ⭐ 440
A small form factor OpenShift/Kubernetes optimized for edge computing
most recent commit 7 hours ago
Orb ⭐ 423
Orb is a dynamic network observability platform
total releases 3most recent commit 7 hours ago
Tinyengine ⭐ 353
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
most recent commit 18 hours ago
Intel Device Plugins For Kubernetes ⭐ 325
Collection of Intel device plugins for Kubernetes
total releases 28most recent commit 4 days ago
Leopard ⭐ 325
On-device speech-to-text engine powered by deep learning
dependent packages 2total releases 7most recent commit 21 days agonpm @picovoice/leopard-node} Downloads
Das Schiff ⭐ 257
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.
most recent commit 5 months ago
Scramjet ⭐ 233
A company that helps you bring data from environments together.
dependent packages 36total releases 177most recent commit 3 months agonpm scramjet} Downloads
Nn Meter ⭐ 233
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
total releases 3most recent commit 4 days ago
Neuralet ⭐ 229
Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.
most recent commit 11 days ago
Browser Ml Inference ⭐ 221
Edge Inference in Browser with Transformer NLP model
most recent commit 2 months ago
Aegis Host ⭐ 221
This is the ÆGIS federated application host. Federated components are independently deployable, written by multiple teams in multiple languages, and loaded from multiple repos and network locations at runtime, yet capable of running together in a single process or as distributed components in the ÆGIS application fabric.
most recent commit 20 hours ago
Database Js ⭐ 220
A Fetch API-compatible PlanetScale database driver
most recent commit 10 days ago
Edge Ai ⭐ 211
A curated list of resources for embedded AI
most recent commit a year ago
Fastseg ⭐ 209
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
total releases 3most recent commit 2 years ago
Edgenext ⭐ 208
[CADL'22, ECCVW] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications".
most recent commit 2 months ago
Shifu ⭐ 201
Kubernetes native IoT software development framework.
total releases 8most recent commit a day ago
Deviceplane ⭐ 198
Securely access remote devices and servers
most recent commit a year ago
Microsoft Rocket Video Analytics Platform ⭐ 185
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.
most recent commit 4 months ago
Awesome Edge Computing ⭐ 167
A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.
most recent commit 2 months ago
Cloudflare Typescript Workers ⭐ 139
Types and mocks for building a tested Typescript Cloudflare Worker, generates three NPM packages
dependent packages 11total releases 6most recent commit 4 months agonpm types-cloudflare-worker} Downloads
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.
most recent commit 2 years ago
Haiway ⭐ 134
Haiway Edge Computing OS
most recent commit 2 years ago
Envisedge ⭐ 130
Deploy recommendation engines with Edge Computing
most recent commit 2 days ago
Smart Social Distancing ⭐ 128
Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.
most recent commit a month ago
Cep ⭐ 120
CEP is a software platform designed for users that want to learn or rapidly prototype using standard A.I. components.
most recent commit 6 months ago
Cntt ⭐ 119
CNTT
most recent commit 4 days ago
Simpleiot ⭐ 105
Simple IoT cloud/edge application/framework
total releases 71most recent commit 5 days ago
Fogflow ⭐ 104
FogFlow is a standard-based IoT fog computing framework that supports serverless computing and edge computing with advanced programming models
most recent commit 10 days ago
Unid ⭐ 101
E2E Secure Messaging Platform
total releases 6most recent commit 2 days ago
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
most recent commit 4 years ago
Rules ⭐ 97
Golang based Rules for Real-time Contextual Decisions
most recent commit 5 months ago
Homesecurity ⭐ 96
Security camera with Raspberry pi and NVIDIA Jetson platforms
most recent commit 2 years ago
Eua Dataset ⭐ 94
Edge server, user dataset for Edge Computing research
most recent commit a year ago
Pureedgesim ⭐ 94
PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.
total releases 4most recent commit a month ago
Ambianic Edge ⭐ 89
The core runtime engine for Ambianic Edge devices.
most recent commit a year ago
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)
most recent commit 2 years ago
Freeioe ⭐ 86
An edge-computing framework for Industrial Internet of Things 开源的边缘计算网关框架. 讨论群: 291292378
most recent commit 8 days ago
Neardb ⭐ 85
Simple document db made for infinitely scalable globally distributed reads.
total releases 24most recent commit 2 years ago
Aws Greengrass Nucleus ⭐ 81
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.
most recent commit 10 days ago
Areg Sdk ⭐ 79
The most efficient interface-centric real-time communication engine to connect Things at the edge of the network.
most recent commit 14 hours ago
Edge Home Orchestration Go ⭐ 78
Home Edge Project in LF Edge - Edge Orchestration for home edge devices to enabling smart home use cases.
total releases 20most recent commit 4 days ago
Paradrop ⭐ 76
An Edge-computing platform based on Wi-Fi routers
total releases 58most recent commit 9 months ago
Zenoh Plugin Dds ⭐ 76
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.
most recent commit 11 days ago
Sledge Serverless Framework ⭐ 74
SLEdge: a serverless runtime designed for the Edge.
most recent commit 14 days ago
Poet ⭐ 73
ML model training for edge devices
most recent commit a month ago
Rune ⭐ 71
Rune provides containers to encapsulate and deploy edgeML pipelines and applications
dependent packages 11total releases 20most recent commit 7 months agocargo hotg-rune-core} Downloads
People Counter Cpp ⭐ 70
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
most recent commit 2 days ago
Leaf ⭐ 70
Simulator for modeling energy consumption in cloud, fog, and edge computing environments 🌱
total releases 9most recent commit a month ago
Edge Computing Codes ⭐ 62
Simulation of algorithms for Edge Computing-related papers.
most recent commit 2 years ago
Anax ⭐ 62
Horizon agent control system
most recent commit 5 days ago
Google Coral ⭐ 61
Community gathering point for Google Coral dev board and dongle knowledge.
most recent commit 4 years ago
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.
most recent commit 2 years ago
Coreml Training ⭐ 59
Source code for my blog post series "On-device training with Core ML"
most recent commit 3 years ago
Sim To Real Virtual Guidance For Robot Navigation ⭐ 58
🗺🤖🚘🕹📡 An effective, easy-to-implement, and low-cost modular framework for completing complex navigation tasks.
most recent commit 9 months ago
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。
most recent commit 2 years ago
Smart Retail Analytics ⭐ 58
Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.
most recent commit 9 months ago
Edgesdk ⭐ 57
Build exciting new functionality by turning computing devices into edge cloud servers
most recent commit 2 years ago
Deepstream Python ⭐ 56
NVIDIA Deepstream 6.1 Python boilerplate
most recent commit 3 months ago
Flowchain Ledger ⭐ 54
A distributed ledger for the p2p and decentralized IoT devices in JavaScript.
most recent commit a year ago
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.
most recent commit a year ago
Onnx2c ⭐ 52
Open Neural Network Exchange to C compiler.
most recent commit 3 days ago
Ote Stack ⭐ 52
OTE-Stack is an edge computing platform for 5G and AI
most recent commit 2 years ago
Peerjs Python ⭐ 50
Python port of PeerJS client
total releases 27most recent commit a year ago
Fog05 ⭐ 45
End-to-End Compute, Storage and Networking Virtualisation.
total releases 4most recent commit a year ago
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.
most recent commit 5 years ago
Mobilenet_v1_stm32_cmsis_nn ⭐ 40
Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
most recent commit 3 years ago
Utensor_cgen ⭐ 40
C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/
total releases 32most recent commit 2 years ago
Microblx ⭐ 37
microblx: real-time, embedded, reflective function blocks.
most recent commit 9 days ago
Rpi Urban Mobility Tracker ⭐ 36
The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices or live video feeds.
most recent commit 2 years ago
Examples ⭐ 35
Code examples you can use with Horizon.
total releases 16most recent commit 14 days ago
Mastering Kubernetes Third Edition ⭐ 33
Mastering Kubernetes, Third Edition, published by Packt
most recent commit a month ago
Synse Server ⭐ 33
An HTTP API for monitoring and controlling physical and virtual devices
most recent commit 7 months ago
Gcloud Iot Edge Tensorflow ⭐ 32
Asset Tracking using Edge Computing and Computer Vision.
most recent commit 2 years ago
Managed_ml_systems_and_iot ⭐ 32
Managed Machine Learning Systems and Internet of Things Live Lesson
most recent commit 3 years ago
Safety Gear Detector Python ⭐ 32
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
most recent commit 2 years ago
Deepthings ⭐ 31
A Portable C Library for Distributed CNN Inference on IoT Edge Clusters
most recent commit 3 years ago
Coord Sim ⭐ 31
Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).
most recent commit 5 months ago
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