Projects in Awesome Lists tagged with edge-devices

https://github.com/dt42/berrynet

Deep learning gateway on Raspberry Pi and other edge devices

aiot deep-learning edge-ai edge-computing edge-devices iot mqtt openvino raspberry-pi tensorflow tensorrt

Last synced: 08 Oct 2025

https://github.com/Microsoft/EdgeML

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

bonsai classifier cpp deep-learning edge-computing edge-devices edge-machine-learning emi-rnn fastgrnn fastrnn iot-device machine-learning machine-learning-algorithms microsoft microsoft-research protonn pytorch resource-constrained-ml sensor tensorflow

Last synced: 05 May 2025

https://github.com/microsoft/edgeml

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

bonsai classifier cpp deep-learning edge-computing edge-devices edge-machine-learning emi-rnn fastgrnn fastrnn iot-device machine-learning machine-learning-algorithms microsoft microsoft-research protonn pytorch resource-constrained-ml sensor tensorflow

Last synced: 14 May 2025

https://github.com/microsoft/EdgeML

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

bonsai classifier cpp deep-learning edge-computing edge-devices edge-machine-learning emi-rnn fastgrnn fastrnn iot-device machine-learning machine-learning-algorithms microsoft microsoft-research protonn pytorch resource-constrained-ml sensor tensorflow

Last synced: 29 Mar 2025

https://github.com/DT42/BerryNet

Deep learning gateway on Raspberry Pi and other edge devices

aiot deep-learning edge-ai edge-computing edge-devices iot mqtt openvino raspberry-pi tensorflow tensorrt

Last synced: 26 Apr 2025

https://github.com/wisconsinaivision/yolact_edge

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

edge-devices instance-segmentation pytorch real-time realtime yolactedge

Last synced: 16 May 2025

https://github.com/WisconsinAIVision/yolact_edge

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

edge-devices instance-segmentation pytorch real-time realtime yolactedge

Last synced: 20 Mar 2025

https://github.com/JiahuiYu/slimmable_networks

Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019

adaptive automated edge-devices efficient neural-architecture-search on-demand slimmable-networks

Last synced: 12 May 2025

https://github.com/jiahuiyu/slimmable_networks

Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019

adaptive automated edge-devices efficient neural-architecture-search on-demand slimmable-networks

Last synced: 12 Apr 2025

https://github.com/ai-techsystems/deepc

vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers

arduino arduino-nano-33-ble-sense arm64 deep-learning edge-devices esp32 esp8266 inference-framework machine-learning microcontrollers nxp-cortex odroid onnx raspberry-pi raspberrypi sparkfun-products stm32 stm32f4 tinyml

Last synced: 04 Apr 2025

https://github.com/ai-techsystems/deepC

vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers

arduino arduino-nano-33-ble-sense arm64 deep-learning edge-devices esp32 esp8266 inference-framework machine-learning microcontrollers nxp-cortex odroid onnx raspberry-pi raspberrypi sparkfun-products stm32 stm32f4 tinyml

Last synced: 05 May 2025

https://github.com/sacmehta/ESPNet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

convolutional-neural-networks edge-devices real-time semantic-segmentation

Last synced: 12 May 2025

https://sacmehta.github.io/ESPNet/

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

convolutional-neural-networks edge-devices real-time semantic-segmentation

Last synced: 12 May 2025

https://github.com/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.

c-plus-plus connected-device device devices edge edge-computing edge-devices embedded-applications embedded-linux fog-computing iot iot-devices iot-framework iot-gateways javascript linux macchina sensor smart-products

Last synced: 15 Mar 2025

https://github.com/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.

edge-devices lffd lightweight object-detection

Last synced: 06 Apr 2025

https://github.com/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.

ansible archiconda cuda docker edge-devices hoffer-von-ankershoffen jupyter k8s kubeflow kubernetes kustomize machine-learning ml nvidia-jetson-nano nvidia-jetson-xavier skaffold smart-iot software-engineering tensorflow-serving virtualbox