82 Open Source Edge Computing Software Projects
Free and open source edge computing code projects including engines, APIs, generators, and tools.
Awesome Mobile Machine Learning 1019 ⭐
A curated list of awesome mobile machine learning resources for iOS, Android, and edge devices.
Awesome System For Machine Learning 1019 ⭐
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
Edgeml 911 ⭐
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
Fly 837 ⭐
Deploy app servers close to your users. Package your app as a Docker image, and launch it in 17 cities with one simple CLI.
Macchina.io 426 ⭐
Fastseg 174 ⭐
📸 A PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
Neuralet 149 ⭐
Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.
Microsoft Rocket Video Analytics Platform 141 ⭐
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 114 ⭐
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.
Photolabeller 113 ⭐
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
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)
Cloudflare Typescript Workers 79 ⭐
Types and mocks for building a tested Typescript Cloudflare Worker, generates three NPM packages
Fogflow 58 ⭐
FogFlow is a standard-based IoT fog computing framework that supports serverless computing and edge computing with advanced programming models
Freeioe 52 ⭐
FreeIOE is a framework for building IOE (Internet Of Everything) edge-computing gateway 开源的边缘计算网关框架
Ambianic Edge 57 ⭐
Ambianic Core Edge Runtime. Configure to observe sensors and cameras in your house or workspace for important moments.
Ipdc 45 ⭐
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 44 ⭐
Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
Pureedgesim 37 ⭐
PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.
Smart Social Distancing 39 ⭐
Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.
Sparkfun_edge 21 ⭐
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.
Awesome Edge Computing 23 ⭐
A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.
Microsoftcloudworkshop Asia 19 ⭐
Microsoft Cloud Workshop Asia for Intelligent Cloud / Intelligent Edge
Sparkfun_edge_bsp 19 ⭐
BSP and examples to integrate the SparkFun TensorFlow board with the AmbiqSuite
Cloudflare Typescript Worker Template 16 ⭐
Template for a tested linted formatted strict TypeScript Cloudflare Worker built with webpack
Neuralet Models 16 ⭐
Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.
People Counter On Edge 14 ⭐
Deploying a people counter application on edge with Intel OpenVino Toolkit
People Counter Application Using Intel Openvino Toolkit 13 ⭐
The people counter application demonstrates how to create a smart video IoT solution using Intel® hardware and software tools. The app will detect people in a designated area, providing the number of people in the frame, average duration of people in frame, and total count. This project is a part of Intel Edge AI for IOT Developers Nanodegree program by udacity.
Eclipse Zenoh Zenoh 39 ⭐
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.
Rpi Urban Mobility Tracker 21 ⭐
The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices.