embedded-machine-learning · GitHub Topics

#Awesome#A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

edge-machine-learning mobile-machine-learning auto-ml efficient-architectures pruning quantization Internet of things Awesome Lists federated-learning embedded-machine-learning Edge

Python 262

2 年前

tinyMLx / courseware

In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture videos (where applicable).

tinyml embedded-machine-learning 机器学习 STEM 教学 course Tensorflow colab-notebook

175

3 年前

tinyMLx / colabs

This repository holds the Google Colabs for the EdX TinyML Specialization

教学 Arduino Tensorflow 机器学习 STEM embedded-machine-learning tinyml colab-notebook

Jupyter Notebook 122

2 个月前

tinyMLx / arduino-library

This repository holds the Arduino Library for the EdX TinyML Specialization

教学 Arduino Tensorflow 机器学习 STEM embedded-machine-learning tinyml colab-notebook

C++ 53

2 年前

malyvsen / bearing-fault-detection

#计算机科学#Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.

机器学习 embedded sensor embedded-machine-learning

Python 30

6 年前

TronixLab / ArduinoMicroML

#计算机科学#It generate C code for microcontrollers from Python with Scikit-learn.

tinyml 机器学习 scikitlearn-machine-learning Python embedded-systems embedded-machine-learning Arduino

Jupyter Notebook 17

4 年前

qiujiaming315 / edgeml-dqn

[EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit

deep-reinforcement-learning edge-computing embedded-machine-learning image-classification token-bucket

Jupyter Notebook 14

2 年前

Machine-Learning-Tokyo / Edge_AI

Resources for our Workshops on Edge AI

edge-ai embedded-machine-learning

6 年前

mehrotrasan16 / CS581-CAN-DO-Project

#计算机科学#This is the page for our semester project for CS581 - Embedded Machine Learning. CAN DO - Controller Area Network (CAN) - Discrepancy/Divergence/Deviation Observer(TBD)

network-monitoring 机器学习 Keras 神经网络 embedded-machine-learning

Jupyter Notebook 7

5 年前

qiujiaming315 / edgeml-object-detection

[SEC 2024] Optimizing Edge Offloading Decisions for Object Detection

edge-computing embedded-machine-learning object-detection

Python 5

5 个月前

eda-ricercatore / research-contests

A repository for research contests spanning topics from hardware security and embedded/VLSI machine learning to electronic design automation, bio design automation, and formal verification.

benchmarks embedded-machine-learning eda formal-verification

TeX 4

4 年前

embedded-machine-learning / scripts-and-guides

#计算机科学#

embedded-machine-learning 深度学习深度神经网络 guides

Python 4

4 年前

chathuracns / Human-Height-Measuring-Under-Low-Ultrasound-Reflection-due-to-Dense-Scalp-Hair

This project focuses on developing a method to measure human height using ultrasound sensors under challenging conditions caused by dense scalp hair.

embedded-machine-learning human-computer-interaction

C++ 2

1 年前

jonnor / toothbrush

#计算机科学#Toothbrush tracker/timer using accelerometer and machine learning

digital-signal-processing embedded embedded-machine-learning ESP32 human-activity-recognition 机器学习 Microcontroller tinyml

Jupyter Notebook 2

2 个月前

Yuvaraj-Rajulu / yuvaraj-rajulu.github.io

Yuvaraj Govindarajulu - Personal profile and blog

human-activity-recognition embedded-systems embedded-machine-learning

7 个月前

prasenjit52282 / embedded-audio-emotion

On-Device Emotion Recognition from Spoken Language in Embedded Devices

audio embedded-machine-learning emotion-recognition

C 1

6 个月前

SarwanShah / Wind-Speed-Estimation-Using-Machine-Learning-And-Microphones-2023

#计算机科学#Engineered a 5,000 sample wind noise dataset and employed a CNN to estimate wind speed from their spectrograms. Gathered data using MEMS microphones and a cup anemometer as ground truth using ESP32. R...

convolutional-neural-networks 深度学习 embedded-machine-learning embedded-systems

Jupyter Notebook 1

5 个月前