Topic: "edge-devices"
microsoft/EdgeML
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
Language: C++ - Size: 78.5 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 1,620 - Forks: 378
DT42/BerryNet
Deep learning gateway on Raspberry Pi and other edge devices
Language: Python - Size: 962 KB - Last synced at: about 21 hours ago - Pushed at: over 2 years ago - Stars: 1,613 - Forks: 231
WisconsinAIVision/yolact_edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
Language: Python - Size: 23.5 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 1,299 - Forks: 272
JiahuiYu/slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
Language: Python - Size: 321 KB - Last synced at: 13 days ago - Pushed at: about 2 years ago - Stars: 917 - Forks: 131
ai-techsystems/deepC
vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
Language: C++ - Size: 12.3 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 589 - Forks: 89
sacmehta/ESPNet
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
Language: Python - Size: 31.2 MB - Last synced at: 25 days ago - Pushed at: almost 2 years ago - Stars: 539 - Forks: 111
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.
Language: C++ - Size: 122 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 511 - Forks: 152
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.
Language: Python - Size: 6.55 MB - Last synced at: 11 days ago - Pushed at: over 3 years ago - Stars: 420 - Forks: 83
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.
Language: Python - Size: 785 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 206 - Forks: 42
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.
Language: Jupyter Notebook - Size: 2.81 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 136 - Forks: 60
ambianic/ambianic-edge
The core runtime engine for Ambianic Edge devices.
Language: Python - Size: 209 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 109 - Forks: 44
JaeBinCHA7/Nested-U-Net-based-Real-time-Speech-Enhancement-Mobile-App
Real-time speech enhancement mobile app using Nested U-Net
Language: Python - Size: 31.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 28 - Forks: 4
rkirkendall/MLEdgeDeploy
Automatic Over the Air Deployment of Improved Machine Learning Models to IoT Devices for Edge Processing
Language: Objective-C - Size: 33.6 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 26 - Forks: 1
globus-labs/FLoX-prototype
Python library for serverless Federated Learning experiments.
Language: Python - Size: 333 KB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 16 - Forks: 1
fangvv/EdgeKE
Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"
Language: Python - Size: 49.8 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 3
home-climate-control/hcc-esp32
Home Climate Control ESP32 based edge device firmware
Language: C++ - Size: 98.6 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 0
alihanyalcin/meta-edgex 📦
Yocto Project meta layer for EdgeX Foundry Services
Language: PHP - Size: 73.2 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 1
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"
Language: Python - Size: 18.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 2
Pipe-Runner-Lab/radlet-dock
Hub for the Radlet IOT ecosystem
Language: C - Size: 4.84 MB - Last synced at: 8 days ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 2
polarize-ai/blog
Personal blog polarize.ai of Helmut Hoffer von Ankershoffen
Language: HTML - Size: 38.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1
IBMStreams/streamsx.edgevideoanalytics.starterkit
An end-to-end video analytic demonstration performing video analytics on edge devices and centralized system
Language: Java - Size: 1.07 MB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 6
MohithGowdaHR/Edge_Computing
Edge Computing using Tensorflow Lite
Language: C - Size: 1.42 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0
home-climate-control/hcc-esp8266
Home Climate Control ESP8266 based edge device firmware
Language: C++ - Size: 16.6 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0
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!
Language: Jupyter Notebook - Size: 32 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 1
afondiel/Edge-AI-Model-Zoo
A list of production-ready models for resource-constrained devices.
Size: 273 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 1
afondiel/awesome-smol
An awesome list of "small but mighty" models and resources.
Size: 142 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 1 - Forks: 2
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
Language: Python - Size: 64.5 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 1
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
Language: Java - Size: 26.1 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 3
Edmon02/edge-mlops-monitor
A lightweight, resource-efficient MLOps monitoring solution for machine learning models deployed on edge devices. Features system health tracking, model I/O logging, drift detection, and cloud telemetry.
Language: Python - Size: 105 KB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0
NammaLakes/node
Edge-level Raspberry Pi node for collecting sensor data and sending it to the central server using RabbitMQ.
Language: Python - Size: 51.8 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
afondiel/edge-vision
Practical Edge Vision Handbook.
Size: 51.8 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
afondiel/edge-ai-engineering
A practical guide to Edge AI Engineering.
Size: 17.6 KB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
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.
Language: Python - Size: 76 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
spoluan/federated_learning_mnistdigit
Apply federated learning to train a model for MNIST digit recognition across seven clients over the course of seven rounds.
Language: Jupyter Notebook - Size: 1.3 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
izakariyya/testbed-fl-iot
Resource Efficient Federated Learning (Testbed Implementation)
Language: Python - Size: 4.18 MB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
Pixellot/cppgrpcft Fork of oren12321/cppgrpcft
A simple library for files transferring via gRPC
Language: C++ - Size: 79.1 KB - Last synced at: 6 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
zekaouinoureddine/COVID19KIT
Detect coronavirus in an automated way in x-ray images using COVID19KIT
Language: Java - Size: 51.6 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
The-Assembly/IoTWeatherMonitor-With-Thingworx
Oct 12th @ in5 - Hands-on Internet Of Things workshop with Etisalat Digital & PTC. At this session, we’ll take you step by step over the process of creating a modular IoT solution using the Etisalat Thingworx Platform to monitor weather conditions at various locations. We’ll show you how to sync data from edge devices and sensors onto the cloud in real time, model this data to fit business use cases and present it over the web using the platform’s easy-to-use UI building tools.
Language: Lua - Size: 7.83 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
mirror/DT42-BerryNet
Deep Learning Gateway on Raspberry Pi And Other Edge Devices - Mirror of https://github.com/DT42/BerryNet
Language: Python - Size: 1.14 MB - Last synced at: over 1 year ago - Stars: 0 - Forks: 0
