edge-devices
There are 39 repositories under edge-devices topic.
microsoft/EdgeML
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
DT42/BerryNet
Deep learning gateway on Raspberry Pi and other edge devices
WisconsinAIVision/yolact_edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
JiahuiYu/slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
ai-techsystems/deepC
vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
sacmehta/ESPNet
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
macchina-io/macchina.io
macchina.io EDGE is a powerful C++ and JavaScript SDK for edge devices, multi-service IoT gateways and connected embedded systems.
YonghaoHe/LFD-A-Light-and-Fast-Detector
LFD is a big update upon LFFD. Generally, LFD is a multi-class object detector characterized by lightweight, low inference latency and superior precision. It is for real-world appilcations.
helmut-hoffer-von-ankershoffen/jetson
Helmut Hoffer von Ankershoffen experimenting with arm64 based NVIDIA Jetson (Nano and AGX Xavier) edge devices running Kubernetes (K8s) for machine learning (ML) including Jupyter Notebooks, TensorFlow Training and TensorFlow Serving using CUDA for smart IoT.
anupamkliv/FedERA
FedERA is a modular and fully customizable open-source FL framework, aiming to address these issues by offering comprehensive support for heterogeneous edge devices and incorporating both standalone and distributed computing. It includes new software modules to enhance usability and promote environ- mental sustainability.
ambianic/ambianic-edge
The core runtime engine for Ambianic Edge devices.
JaeBinCHA7/Nested-U-Net-based-Real-time-Speech-Enhancement-Mobile-App
Real-time speech enhancement mobile app using Nested U-Net
rkirkendall/MLEdgeDeploy
Automatic Over the Air Deployment of Improved Machine Learning Models to IoT Devices for Edge Processing
globus-labs/FLoX-prototype
Python library for serverless Federated Learning experiments.
fangvv/EdgeKE
Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"
sevakon/shallow-rnns
This repository is a PyTorch implementation of NIPS 2019 Paper "Shallow RNNs: A Method for Accurate Time-series Classification on Tiny Devices"
alihanyalcin/meta-edgex
Yocto Project meta layer for EdgeX Foundry Services
home-climate-control/hcc-esp32
Home Climate Control ESP32 based edge device firmware
MohithGowdaHR/Edge_Computing
Edge Computing using Tensorflow Lite
Radlet/radlet-dock
Hub for the Radlet IOT ecosystem
IBMStreams/streamsx.edgevideoanalytics.starterkit
An end-to-end video analytic demonstration performing video analytics on edge devices and centralized system
polarize-ai/blog
Personal blog polarize.ai of Helmut Hoffer von Ankershoffen
spoluan/federated-learning-mnistdigit
Decentralized and Privacy-Preserving Machine Learning: Exploring the Power of Federated Learning.
home-climate-control/hcc-esp8266
Home Climate Control ESP8266 based edge device firmware
particleman14/Transfer-Learning-Edge-Devices
A project utilizing transfer learning to create a custom object detection model that is deployed to an edge device.
SarthakGarg19/Accelerating-Inference-in-Tensorflow-using-TensorRT
TensorRT optimises any Deep Learning model by not only making it lightweight but also by accelerating its inference speed with an idea to extract every ounce of performance from the model, making it perfect to be deployed at the edge. This repository helps you convert any Deep Learning model from TensorFlow to TensorRT!
amikom-gace-research-group/characterize-pruning
Characterization study repository for pruning, a popular way to compress a DL model. this repo also investigates optimal sparse tensor layouts for pruned nets
mamoc-repos/MAMoC-Client
A framework for offloading parts of an Android mobile application to nearby Android mobile devices using Wifi-Direct , edge devices (cloudlets), and remote clouds
Cyberlusion/TrafficSense
AI traffic calculator using IoT and live data telemetry.
izakariyya/testbed-fl-iot
Resource Efficient Federated Learning (Testbed Implementation)
marinazhyga/RabbitMqSummit2021
Masstransit with fanout and direct exchanges
afondiel/awesome-smol
An awesome list of "small but mighty" models and resources.
afondiel/edge-ai-engineering
A comprehensive guide to Edge AI Engineering, focusing on core concepts, practical techniques, and best practices.
afondiel/Edge-AI-Model-Zoo
A curated lists of small and ready-to-deploy models optimized for Edge-AI applications.
afondiel/edge-vision
Practical Edge Vision Handbook.
RATHOD-SHUBHAM/Roboflow_ModelDeployment
Deploy a secure, infinitely-scalable API for use in our workflow, accompanied by SDKs for use in working with common deployment devices.