#edge-computing · dorkhub

ML-MCU

Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'

C★ 51

armcortexm0 armcortexm4 classifier-training edge-computing gradient-descent incremental-learning machine-learning microcontroller

@bharathsudharsan

awesome-tinyml

TinyML & Edge AI: On-device inference, model quantization, embedded ML, ultra-low-power AI for microcontrollers and IoT…

Python★ 53

arduino cortex-m edge-ai edge-computing embedded-ml embedded-systems esp32 iot

@umitkacar

utensor_cgen

C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/

Python★ 53

deep-learning edge-computing embedded iot microcontroller python utensor

@uTensor

ambianic-edge

The core runtime engine for Ambianic Edge devices.

Python★ 110

ai ambianic-edge-deployments cameras custom-model decentralized docker edge-computing edge-devices

@ambianic

netsaur

Powerful Powerful Machine Learning library with GPU, CPU and WASM backends

Rust★ 254

ai artificial-intelligence deep-learning deep-neural-networks deno edge-computing gpu-acceleration gpu-computing

@denosaurs

CameraChessWeb

Record a chess game live and upload the PGN to Lichess

TypeScript★ 263

ai chess chess-ai chess-board computer-vision edge-computing machine-learning tensorflowjs

@Pbatch

reductstore

High-performance, time-indexed object storage for robotics and industrial IoT

Rust★ 365

ai big-data bigdata blob-storage edge-computing etl historian iiot

@reductstore

onnx2c

Open Neural Network Exchange to C compiler.

C★ 403

edge-computing machine-learning microcontroller neural-network onnx

@kraiskil

awesome-edge-computing

A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.

code★ 517

awesome-list edge-ai edge-computing edge-intelligence emulation fog-computing lightweight-framework serveless

@qijianpeng

arc

High-performance analytical database. 19.9M records/sec ingestion, 8.4M+ rows/sec queries. Ingestion, compaction, SQL,…

Go★ 628

ai analytical-database analytics columnar-database data-warehouse database edge-computing events

@Basekick-Labs

iot-dc3

IoT DC3 is a fully open-source, distributed industrial IoT platform built on Spring Cloud and evolving for AI scenarios…

Java★ 658

cloud-native data-collection device-management distributed-systems docker edge-computing grpc iiot

@pnoker

microshift

A small form factor OpenShift/Kubernetes optimized for edge computing

Go★ 838

containers edge-computing hacktoberfest hacktoberfest2021 iot k8s kubernetes openshift

@openshift

Savant

Python Computer Vision & Video Analytics Framework With Batteries Included

Python★ 839

computer-vision cuda deep-learning deepstream edge-computing inference-engine instance-segmentation machine-learning

@insight-platform

drago

☁️ Securely connect anything with WireGuard® and manage all your networks from a single place.

Go★ 1.1k

api client-server cloud configuration edge-computing golang iot linux

@seashell

rulego

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework fo…

Go★ 1.6k

ai automation data-flow edge-computing go intergrations iot ipaas

@rulego

BerryNet

Deep learning gateway on Raspberry Pi and other edge devices

Python★ 1.6k

aiot deep-learning edge-ai edge-computing edge-devices iot mqtt openvino

@DT42

ekuiper

Lightweight data stream processing engine for IoT edge

Go★ 1.7k

edge edge-analytics edge-computing edge-streaming hacktoberfest iot rule-engine sql

@lf-edge

baetyl

Extend cloud computing, data and service seamlessly to edge devices.

Go★ 1.9k

container docker edge edge-computing faas functions-as-a-service golang iot

@baetyl

magistrala

IoT Platform Framework

Go★ 2.6k

coap distributed-systems edge edge-computing golang iiot internet-of-things iot

@absmach

kubeedge

Kubernetes Native Edge Computing Framework (project under CNCF)

Go★ 7.5k

cloud-native cncf container device-management docker edge-computing golang iot

@kubeedge

zenoh

zenoh unifies data in motion, data in-use, data at rest and computations. It carefully blends traditional pub/sub with…

Rust★ 3k

distributed-computing distributed-storage distributed-systems edge-computing embedded geo-distributed-storages iot messaging

@eclipse-zenoh

tinyengine

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inferen…

C★ 951

c codegenerator cpp deep-learning edge-computing microcontroller neural-architecture-search pytorch

@mit-han-lab

uTensor

TinyML AI inference library

C++★ 1.9k

cortex-m deep-learning edge-computing embedded iot iot-middleware machine-learning mbed

@uTensor

openremote

100% open-source IoT Platform - Integrate your devices, add intelligence, build custom apps

Java★ 1.8k

asset-management building dashboard dataplatform device-management edge-computing energy energy-management

@openremote