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internet-of-things x

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13 search results found

Fedml ⭐ 3,946

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI

Utensor ⭐ 1,607

TinyML AI inference library

Arraymancer ⭐ 1,177

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

Zmninja ⭐ 954

High performance, cross platform ionic app for Home/Commerical Security Surveillance using ZoneMinder

Resources ⭐ 794

This repo is a one stop destination to find resources for learning various domains. You can find the roadmap for any domain here.

A higher-level Neural Network library for microcontrollers.

Datastream.io ⭐ 761

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

Embeddedsystem ⭐ 572

📚 计算机体系架构、嵌入式系统基础与主流编程语言相关内容总结

Tinyml Papers And Projects ⭐ 566

This is a list of interesting papers and projects about TinyML.

Reactors ⭐ 489

🌱 Join a community of developers at Microsoft Reactor and connect with people, skills, and technology to build your career or personal learning. We offer free livestreams, on-demand content, and hybrid/in-person events daily around the world. Access our projects and code here.

Automl Implementation For Static And Dynamic Data Analytics ⭐ 443

Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning

Project Guidance ⭐ 367

:octocat:🌟 The Ultimate resources for beginner to advance level projects all at one place 💻 🎯🚀

Workshops ⭐ 362

Workshops organized to introduce students to security, AI, blockchain, AR/VR, hardware and software

Ksql Udf Deep Learning Mqtt Iot ⭐ 188

Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data

Ai Toolkit Iot Edge ⭐ 184

AI Toolkit for Azure IoT Edge

Pwpae Concept Drift Detection And Adaptation ⭐ 175

Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.

Dotnetconf Studentzone ⭐ 146

.NET Student Zone .NET Conference

Devicehive Video Analysis ⭐ 143

Efficientword Net ⭐ 140

OneShot Learning-based hotword detection.

Iot Curriculum ⭐ 140

Hands on labs and content for students and educators to learn and teach the Internet of Things at schools, universities, coding clubs, community colleges and bootcamps

Kafka Ml ⭐ 131

Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

Cloud Clubs Learner Library ⭐ 104

A library for learners! Whether or not you're a part of AWS Cloud Clubs, take a look in this library for free, open, leveled content for students 18+ worldwide

Deep Learning With Deep Lens ⭐ 63

Rgb Neural Net ⭐ 60

Physical visualisation of neural network learning using RGB leds, arduino and raspberry pi.

An easy to use/extend object recognition API you can locally install. Python+Flask. Also works with ZMES!

Predictive Maintenance ⭐ 53

Demonstration of MapR for Industrial IoT

BangDB - nosql database

A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded platforms

Oasw Concept Drift Detection And Adaptation ⭐ 42

An online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams" published in IEEE Internet of Things Magazine.

Flutteriot ⭐ 40

Visit our website for more Mobile and Web applications

Predictive Maintenance ⭐ 39

A notebook tutorial series for performing predictive maintenance using machine learning

a lightweight js runtime for IOT（一个面向物联网的JS运行时）

Ck Crowdtuning ⭐ 34

Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) such as performance benchmarking, auto tuning and machine learning across diverse platforms with Linux, Windows, MacOS and Android provided by volunteers. Demo of DNN crowd-benchmarking and crowd-tuning:

Managed_ml_systems_and_iot ⭐ 32

Managed Machine Learning Systems and Internet of Things Live Lesson

Crowdsource Video Experiments On Android ⭐ 31

Crowdsourcing video experiments (such as collaborative benchmarking and optimization of DNN algorithms) using Collective Knowledge Framework across diverse Android devices provided by volunteers. Results are continuously aggregated in the open repository:

Iotdevidv2 ⭐ 31

A Behavior-Based Device Identification Method for the IoT

Compose Community ⭐ 30

It is a community where we provide free and quality educations (Technical Skills) to all.

ANT (AI-based Networked Things) Framework

Fedadapt ⭐ 26

Adaptive Offloading of Federated Learning on IoT Devices

Open Gateway ⭐ 24

Gateway application for forwarding Sensor Data and Sensor Events from sources including Serial, BLE, TCP/IP.

Mledgedeploy ⭐ 24

Automatic Over the Air Deployment of Improved Machine Learning Models to IoT Devices for Edge Processing

Hacktober Fest 2021 ⭐ 24

📜This repository is created to welcome all the open source enthusiasts to get introduced to beginner friendly projects they could work with in the festive season of HacktoberFest 2021🎇🙌.

Us Transportationmode ⭐ 24

Transportation Mode Detection with Unconstrained Smartphones Sensors

Jube is an open-source software designed for monitoring transactions and events. It offers a range of powerful features including real-time data wrangling, artificial intelligence, decision making, and case management. Jube's exceptional performance is particularly evident in its application to fraud prevention and abuse detection scenarios.

Rpi Pico Projects For Schools ⭐ 22

Raspberry Pi Pico Projects for Schools: Explore cutting-edge topics in Computing, including Machine Learning and Internet of Things. Ages 16-18.

This repository contains sample projects associated with articles I write.

Ml Quadrat ⭐ 21

ML-Quadrat (ML2) is a Model-Driven Software Engineering (MDSE) tool with full code generation and out-of-the-box Machine Learning (ML) support at the modeling layer for creating smart services for the Internet of Things (IoT) and Cyber-Physical Systems (CPS).

Nerlnet is a distributed machine learning platform for experiments and IoT deployment.

Pulse Iot Wml Mobile Health ⭐ 17

WARNING: This repository is no longer maintained ⚠️ This repository will not be updated. The repository will be kept available in read-only mode.

Iot Hd Reading Group ⭐ 15

Collections of paper reviews in SEELab, related to IoT/HD/ML etc.

People Inside ⭐ 15

A Real-Time People Counting Algorithm using Ultrasonic Sensors

Industrial Iot Patterns ⭐ 14

Samples for Industrial IoT Design Patterns

Esp32 Cam Machine Learning ⭐ 13

Code samples Machine Learning Tensorflow.js img/video processing ESP32-CAM.

Msana Online Data Stream Analytics And Concept Drift Adaptation ⭐ 13

Data stream analytics: Implement online learning methods to address concept drift in dynamic data streams. Code for the paper entitled "A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems" published in IEEE Transactions on Industrial Informatics.

Inference Server Old ⭐ 13

Object detection inference with Roboflow Train models on NVIDIA Jetson devices.

Cloudml Edge Automation ⭐ 13

Automated building and packaging of Tensorflow models in the cloud, and running them on devices

My Talks ⭐ 12

Some of my talks slides' during conferences and IT events

Sorceway ⭐ 12

Beste Seite mit wichtigen Inhalten.

Faceguard ⭐ 12

Face Guard: Machine Learning + IoT Surveillance demo! Face recognition

Crop Prediction Using Machine Learning ⭐ 11

This project helps to predict the suitable crop and its price according to the air humidity, soil moisture, soil pH and rainfall.

Robocar Rally Lab ⭐ 11

An autonomous vehicle lab inspired by https://github.com/wroscoe/donkey

Awareness ⭐ 11

The new architecture of co-computation for data processing and machine learning.

Amlworkshop Iotedge Devops ⭐ 10

This repo has some proposed agenda for Azure Machine Learning related hands-on workshops.

Maximo Predictive Maintenance ⭐ 10

Nikkeiaisummit2019 ⭐ 9

Deck and supporting content for talk at Nikkei AI Summit - 2019.04.22

Hack Workshop Iot ⭐ 9

Workshop for student hackathons focused on IoT dev

Raspberrypi Note ⭐ 9

Raspberry Pi note

Aws Ml Iot Lab ⭐ 8

Code for all the projects I create.

Azure Iot Edge Ml Demo ⭐ 8

Azure IoT Edge + Movidius Neural Compute Stick ML Demo App

Computer Science Open Catalog ⭐ 8

The Ultimate Computer Science Handbook for Software Engineers 🚀

Leonardo_iot_ml_pw_2018 ⭐ 7

Platform Riscv_gap ⭐ 7

GreenWaves Technologies RISC-V GAP: development platform for PlatformIO

Locatemybus ⭐ 7

IoT and ML to assuage the uncertainty associated with city bus commute. Track live running status and avail tentative schedule of buses. Minimal IoT setup with a central ML-driven web-backend.

Birdwatcher ⭐ 7

A machine learning system to detect and categorize birds

Leonardo_cloud_platform_powerweek ⭐ 7

Leonardo Cloud Platform Powerweek

Epidata Community ⭐ 7

EpiData IoT Data Science Platform - Community Edition

Classification anomaly detection in IOT with Machine Learning

Image Classification Via Iot Greengrass ⭐ 7

It shows how to create custom component for image classification in IoT Device.

Nrc Gamma ⭐ 7

Large labelled dataset of real-life gas meter images — Vaste ensemble d'images réelles et étiquetées de compteurs de gaz.

Weekly_issues ⭐ 7

【极客阅读周刊】每周五发布热门技术文章

Wind Turbines Edge Ai ⭐ 7

Detect wind turbine errors using a hybrid model. Utilize ML, DL, edge computing. Dataset, neural network optimized with genetic algorithms. Low computational power ML models. Data is stored in the cloud. Turbine status via secure APIs. Password encryption. GRASP, SOLID

Deeplearningmodeldeployment ⭐ 7

This repo aims to showcase how to deploy deep learning models.

Cs Learning Resources ⭐ 6

[BS]物联网工程，[MS]计算机技术，python，mooc资源，机器学习，深度学习，cryo-e reconstruction[三维重建]，Computational Vison。

Solving Usual Problems Of Developing Countries Through Ai And Tech Buzzwords ⭐ 6

A curated list with description of usual problems in developing countries and how to solve them with AI, ML, IOT, AR/VR, Data Analytics and other common tech buzzwords of 2017. A good contribution to this repo and turning that into reality might make a hungry kid without parents an MIT professor someday, you never know !

Ant Model Db ⭐ 6

ANT framework's model database that provides DNN models for the various range of IoT devices

Useless Butler ⭐ 6

A workshop for internet-of-things product designers about interactive supervised machine learning.

Iot Device Phone Simulator ⭐ 6

A web application which acts as an IoT device when loaded in a smart phone browser. The data from the sensors are then used for Anomaly detection.

Take_care ⭐ 6

This small project keeps monitoring the tempreature of a room/chamber, whenever the temperature rises the threshold , we get an alert, whenever temperature rises anomaly, we get an alert and also whenever temperature is predicted between a certain range (by a simple linear regression) crosses the minimum threshold, we get an alert (all alerts on telegram because it's easy with telegram)

Tflite Esp Template ⭐ 6

Template to kick-start TinyML projects on ESP32

Aws Greengrass Ml Inference ⭐ 6

AWS Greengrass ML Inference Playground

Ezy Parking ⭐ 6

🎇👌Ezy-Parking is a complete parking management system that applies smart solutions for short time rental of empty spaces.

Yaksha combines the powers of IoT and AI/ML to provide an end-to-end solution to Forest Fires.

COMNETS lab dataset is a collection of datasets from the Department of Computer Engineering. Faculty of Computer Science. Universitas Sriwijaya.

Thermal Solar Plant Dataset ⭐ 5

Realtime Thermal Solar Plant Dataset for Machine Learning

Amazon Sagemaker Predictive Maintenance Deployed At Edge ⭐ 5

This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Amazon SageMaker, Amazon Polly and the AWS IoT suite.

Graduation Project Competitions ⭐ 5

Face Mask Detection Raspberry Pi 2021 ⭐ 5

Run fast Mask detection on your Raspberry Pi 2/3B/3B+/4.

💡🏷FarmArk is an app designed for facilitation of farmers and addressing them with all the needed farming solutions for their greens to prosper and excel. 🙌

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