jonnor/embeddedml

Notes on Machine Learning on edge for embedded/sensor/IoT uses

Language: Jupyter Notebook - Size: 181 MB - Last synced at: about 21 hours ago - Pushed at: about 22 hours ago - Stars: 267 - Forks: 32

trieu1162000/MSc-Thesis

This repository is dedicated to deploying deep learning models for object detection on low-cost embedded systems, specifically ARM Cortex-M microcontrollers. The project focuses on optimizing and running a YOLO-based model on the STM32H743 Nucleo Board using TensorFlow Lite (TFLite) and Darknet Framework.

Language: C - Size: 242 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

ExploraVist/Exploravist

Our goal is to empower the visually impaired with tools that improve their independence at a reasonable cost!

Language: C++ - Size: 111 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 3 - Forks: 2

emlearn/emlearn-micropython

Efficient Machine Learning engine for MicroPython

Language: Jupyter Notebook - Size: 3.5 MB - Last synced at: about 8 hours ago - Pushed at: about 9 hours ago - Stars: 120 - Forks: 15

vitoplantamura/OnnxStream

Lightweight inference library for ONNX files, written in C++. It can run Stable Diffusion XL 1.0 on a RPI Zero 2 (or in 298MB of RAM) but also Mistral 7B on desktops and servers. ARM, x86, WASM, RISC-V supported. Accelerated by XNNPACK.

Language: C++ - Size: 34.2 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 1,937 - Forks: 89

gigwegbe/tinyml-papers-and-projects

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

Size: 281 KB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 857 - Forks: 144

ZantFoundation/Z-Ant

Zant simplifies the deployment and optimization of neural networks on microprocessors

Language: Zig - Size: 69.3 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 253 - Forks: 24

pulp-platform/Deeploy

DNN Compiler for Heterogeneous SoCs

Language: Python - Size: 49.2 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 35 - Forks: 12

birdnet-team/BioDCASE-Tiny-2025

Development framework for the BioDCASE-Tiny 2025 competition

Language: Python - Size: 646 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

edgeimpulse/edge-impulse-runner-rs

A Rust library for running Edge Impulse Linux models

Language: Rust - Size: 209 KB - Last synced at: about 11 hours ago - Pushed at: 20 days ago - Stars: 9 - Forks: 1

daleonpz/cv_yolo_on_esp32

Screw type detection using ESP-EYE, YOLOv5, and TensorFlow Lite Micro for real-time classification on ESP32.

Language: C++ - Size: 118 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 7 - Forks: 2

Shuaiwen-Cui/TinyAuton

MCU + Math + DSP + TinyML

Language: Assembly - Size: 119 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

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: 7 days ago - Pushed at: over 2 years ago - Stars: 586 - Forks: 88

sliming-ai/sliming-ai.github.io

🧠 Singular values-driven automated filter pruning

Language: JavaScript - Size: 384 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 7 - Forks: 3

datawhalechina/awesome-compression

模型压缩的小白入门教程

Size: 302 MB - Last synced at: 10 days ago - Pushed at: 5 months ago - Stars: 265 - Forks: 35

AmbiqAI/nnse

NNSE (Neural Network Speech Enhancement) is a speech-denoiser optimized to run on Ambiq's low power platform

Language: C - Size: 145 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 37 - Forks: 6

rehanmq/EdgeAI-Acoustic-Event-Detection

EdgeAI-powered embedded system using ESP32 and Edge Impulse to detect real-time acoustic events like claps, knocks, and alarms.

Language: C++ - Size: 1.66 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

emlearn/emlearn

Machine Learning inference engine for Microcontrollers and Embedded devices

Language: Python - Size: 2 MB - Last synced at: 7 days ago - Pushed at: 23 days ago - Stars: 604 - Forks: 60

Dobiasd/frugally-deep

A lightweight header-only library for using Keras (TensorFlow) models in C++.

Language: C++ - Size: 3.49 MB - Last synced at: 7 days ago - Pushed at: 16 days ago - Stars: 1,098 - Forks: 237

FilippoPaganelli/TinyML-course

Exercises from HarvardX course "Fundamentals of TinyML"

Language: Jupyter Notebook - Size: 64.5 KB - Last synced at: 11 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

manjit-baishya-datascience/Optimizing-Cancer-Classification-for-Edge-Devices-Using-TinyML

This project focuses on building a low-power, real-time cancer classification system using TinyML and deploying it on an Arduino Nano microcontroller.

Language: Jupyter Notebook - Size: 1.68 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

hotg-ai/rune

Rune provides containers to encapsulate and deploy edgeML pipelines and applications

Language: Rust - Size: 46.1 MB - Last synced at: 2 days ago - Pushed at: almost 3 years ago - Stars: 137 - Forks: 15

Seeed-Studio/ModelAssistant

Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥

Language: Python - Size: 25.7 MB - Last synced at: 9 days ago - Pushed at: about 2 months ago - Stars: 369 - Forks: 42

Embra-Connect-ETL/Development

This repository houses the different components that make up Embra Connect.

Language: JavaScript - Size: 13.1 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 1

sensiml/piccolo

SensiML's open-source AutoML solution for Edge AI model development

Language: Python - Size: 92 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 58 - Forks: 8

SaiJeevanPuchakayala/FarmWiser

Revolutionize your farming with Farmwiser, the ultimate TinyML based Smart Agriculture solution!

Language: Jupyter Notebook - Size: 35.3 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 6 - Forks: 2

MicrochipTech/ml-same54-cult-wm8904-edgeimpulse-kws-demo

Keyword spotter demo with Edge Impulse and the SAME54 Curiosity Ultra board

Language: C - Size: 8.34 MB - Last synced at: 15 days ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 4

bharathsudharsan/TinyML-CAM

Code for MobiCom paper 'TinyML-CAM: 80 FPS Image Recognition in 1 Kb RAM'

Language: Jupyter Notebook - Size: 3.7 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 277 - Forks: 26

jsvir/vad

[Tiny VAD] SG-VAD: Stochastic Gates Based Speech Activity Detection

Language: Python - Size: 1.71 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 26 - Forks: 3

Vensim/Embedded_ML

Application of TinyML on an ESP32 system. To sample ECG data, feature gather and output new ML model based on sampled data to be re-compiled into ESP32.

Language: Python - Size: 923 KB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 5 - Forks: 0

Santandersecurityresearch/CurrentSense-TinyML

Spying on Microcontrollers using Current Sensing and embedded TinyML models

Language: C++ - Size: 13.5 MB - Last synced at: 19 days ago - Pushed at: about 4 years ago - Stars: 82 - Forks: 8

HollowMan6/TinyML-ESP32

This is the TinyML programs for ESP32 according to BlackWalnut Labs Tutorials. (黑胡桃实验室的TinyML教程中的程序集合)

Language: C - Size: 947 KB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 165 - Forks: 44

ArmDeveloperEcosystem/ml-image-classification-example-for-openmv

Build a TensorFlow Lite based computer vision emoji input device with OpenMV 📷 → ✋ 👎 👍 👊

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: about 18 hours ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 4

jsvir/sparknet

[Tiny KWS] SparkNet: Sparse Binarization for Fast Keyword Spotting

Language: Python - Size: 1.75 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 6 - Forks: 0

mryndzionek/rp2040_pico_sdk_playground

Raspberry Pi Pico (RP2040) playground

Language: C - Size: 6.42 MB - Last synced at: 19 days ago - Pushed at: 5 months ago - Stars: 17 - Forks: 1

matteocarnelos/microflow-rs

A robust and efficient TinyML inference engine.

Language: Rust - Size: 1.29 MB - Last synced at: 24 days ago - Pushed at: 3 months ago - Stars: 117 - Forks: 13

AmbiqAI/sleepkit

Perform AI-based sleep monitoring

Language: Jupyter Notebook - Size: 30.3 MB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 14 - Forks: 3

AmbiqAI/heartkit

Perform AI-based heart monitoring tasks

Language: Jupyter Notebook - Size: 37.9 MB - Last synced at: 23 days ago - Pushed at: 3 months ago - Stars: 30 - Forks: 10

kartben/artificial-nose

Instructions, source code, and misc. resources needed for building a Tiny ML-powered artificial nose.

Language: C - Size: 19.3 MB - Last synced at: 15 days ago - Pushed at: 10 months ago - Stars: 358 - Forks: 72

mit-han-lab/mcunet

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning

Language: Python - Size: 12 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 537 - Forks: 91

gui-mrtns/tomato-leaf-disease-detection

Este projeto utiliza os conceitos de TinyML para identificar doenças presentes em folhas de tomate a partir de fotografias, com intuito de auxiliar no monitoramento agrícola.

Language: C++ - Size: 1.92 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

mit-han-lab/tinyengine

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

Language: C - Size: 235 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 843 - Forks: 137

bharathsudharsan/ML-MCU

Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'

Language: C - Size: 886 KB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 46 - Forks: 8

OmniXRI/TinyML_Papers

TinyML Papers

Size: 69.3 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 8 - Forks: 4

sayakpaul/MIRNet-TFLite-TRT

TensorFlow Lite models for MIRNet for low-light image enhancement.

Language: Jupyter Notebook - Size: 25.3 MB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 134 - Forks: 25

lynkos/algae-detection

Detect and identify different species of harmful algae within natural water in real-time with AI and a camera (i.e., ESP32-CAM, smartphone, or webcam).

Language: C++ - Size: 507 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 11 - Forks: 2

hollance/TinyML-HelloWorld-ArduinoUno

The TinyML "Hello World" sine wave model on Arduino Uno v3

Language: Jupyter Notebook - Size: 170 KB - Last synced at: 14 days ago - Pushed at: almost 5 years ago - Stars: 51 - Forks: 11

ai-techsystems/arduino

tinyml library for Arduino

Language: C++ - Size: 1.06 MB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 1

bharathsudharsan/TinyML-Benchmark-NNs-on-MCUs

Code for WF-IoT paper 'TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers'

Language: Python - Size: 11.4 MB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 34 - Forks: 11

pvti/CORING

:ring: Efficient tensor decomposition-based filter pruning

Language: Jupyter Notebook - Size: 272 MB - Last synced at: 9 days ago - Pushed at: 10 months ago - Stars: 16 - Forks: 4

YuriSizuku/EasyTFLM

An easy cmake project for tflite-micro, aims to develope or debug tflm on multi platforms.

Language: C++ - Size: 795 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

Empa-Teknoloji/Accelerator_Workshop_HU

Empa Electronics tarafından düzenlenen Accelerator Workshops etkinlerinin bir sonraki adımı olan Hacettepe Üniversitesi Uçta Yapay Zekâ Çalıştayı için oluşturulmuş resmi kod deposu.

Language: C - Size: 13.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Empa-Teknoloji/Accelerator_Workshop_EdgeAI

Empa Electronics tarafından düzenlenen Accelerator Workshops etkinlikleri serimizin Uçta Yapay Zeka adımı için resmi kod deposu.

Language: C - Size: 57.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 2

WassimHedfi/Smart-Glasses-for-Visually-Impaired

This project is a wearable navigation aid that combines computer vision, edge inference, and obstacle detection. The system provides audio feedback to assist visually impaired individuals in navigating their surroundings.

Language: C++ - Size: 11.7 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

heixiaopengyou/TINY-ML-for-FOC-of-PMSM-20092024

Enhanced BR2804-1700KV Motor Field Oriented Control with a Tiny Neural Network

Language: MATLAB - Size: 1.86 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0

kelu124/frugalai-challenge_pico

Using a microcontroler for inference - #frugalaichallenge from huggingface

Language: Jupyter Notebook - Size: 5.93 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

sayakpaul/E2E-Object-Detection-in-TFLite

This repository shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the optimized model.

Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: 21 days ago - Pushed at: about 4 years ago - Stars: 32 - Forks: 8

AMHD/Jamming-Detection-in-IoT-Wireless-Networks-An-Edge-AI-Based-Approach

Jamming Detection in IoT Wireless Networks using TinyML -- Code and Dataset

Language: Python - Size: 5.06 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 19 - Forks: 2

jonnor/toothbrush

Toothbrush tracker/timer using accelerometer and machine learning

Language: Jupyter Notebook - Size: 20.6 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

lucianobajr/internet-of-things

:robot: Internet Of Things (CCF 351)

Language: C++ - Size: 5.7 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 0

henriwoodcock/pico-wake-word

MicroSpeech Wake Word example on the Raspberry Pi Pico. This is a port of the example on the TensorFlow repository.

Language: CMake - Size: 11.3 MB - Last synced at: about 18 hours ago - Pushed at: almost 4 years ago - Stars: 61 - Forks: 12

AkshathRaghav/tinyspeech

Code release for "TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices"

Language: C - Size: 1.43 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 11 - Forks: 2

Tiny-Prism-Labs/bird-sound-classifier-on-the-edge

The project attempts to recognize different bird calls by continuously listening to the audio through the onboard mic of the nano33 BLE Sense. The bird's call heard will be consumed by the model to classify it as one amongst the trained birds.

Size: 5.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 0

alankrantas/edge-impulse-esp32-cam-image-classification 📦

Live Image Classification on ESP32-CAM and TFT with MobileNet v1 from Edge Impulse (TinyML)

Language: C - Size: 7.82 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 54 - Forks: 13

montoyamoraga/TinyTrainable

Arduino Library for building Tiny Trainable Instruments.

Language: C - Size: 7.05 MB - Last synced at: 18 days ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 4

kelu124/frugalai-sound-pico Fork of ArmDeveloperEcosystem/ml-audio-classifier-example-for-pico

FrugalAI 🔊 challenge: ML audio binary classifier fork for a small microcontroller (rp2040)

Language: Jupyter Notebook - Size: 42 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

mengfeifly/mengfei_openmv_esp32s3tinyML

梦飞_openmv_ESP32S3 AI视觉

Language: C - Size: 269 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

TeslaNeuro/ElectroAuraML

An IoT embedded system leveraging machine learning to detect human presence and monitor ambient conditions for dynamic environmental control. Ideal for smart homes, workplaces, and sustainable systems.

Size: 15.6 KB - Last synced at: 22 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

tszydlo/FogML

Source code generators for machine learning models.

Language: Python - Size: 2.57 MB - Last synced at: 37 minutes ago - Pushed at: 3 months ago - Stars: 37 - Forks: 8

MakerGram/tinymlhack2024-docs

tinyML Hackathon Documentation

Language: MDX - Size: 72.3 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

arrhythmia-detection/ArrhythmiaDetectionModels

This repository contains ML codebase developed during CSE713 group project

Language: Jupyter Notebook - Size: 6.46 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

MakerGram/tinymlhack2024

TinyML Hackathon 2024 Website Repo

Language: JavaScript - Size: 2.87 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 3

code2k13/maix_dock_mnist

Demonstration of handwritten digit recognition using Maix Dock M1 powered by Kendryde K210

Language: Python - Size: 818 KB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

dipa09/riot_imgclf

Multi-class image classifier for RIOT-OS

Language: Python - Size: 39.1 KB - Last synced at: 26 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

bbartling/HVACGraphicsClassifier

HVACGraphicsClassifier is an experimental tinyML project aimed at classifying HVAC control system graphics using computer vision. A project goal from the start is support of Tiny ML Micro, allowing models to be quantized to run on microcontrollers with the TensorFlow C library.

Language: Jupyter Notebook - Size: 81 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

garrettkinman/tinytensor

A lightweight, dependency-free tensor library that uses zero dynamic memory allocation. Intended for microcontrollers.

Language: Nim - Size: 32.2 KB - Last synced at: 28 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

danmcleran/tinymind Fork of intel/cppnnml

Tinymind is a Neural Network and Machine Learning project intended to provide a C++ template library for neural nets and machine learning algorithms within embedded systems.

Language: C++ - Size: 1.43 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 9 - Forks: 2

bharathsudharsan/OTA-TinyML

Code for IEEE Internet Computing Journal paper 'OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices'

Language: C++ - Size: 48.6 MB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 21 - Forks: 5

pastifra/Continual_Nanodet

Fast and Computationally efficient Continual Learning for NanoDet anchor-free Object Detector

Language: Python - Size: 518 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 10 - Forks: 0

code2k13/cnn_circuit_python

This repository contains code for running Convolutional Neural Networks (CNNs) on CircuitPython. It contains code to train models using Tensorflow on computers and convert them to CircuitPython.

Language: Python - Size: 2.13 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

osduarte/TESE-MEIC-2324

Language: Jupyter Notebook - Size: 213 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

UBICO/TinyML-Split-Computing

Split Computing and Neural Network Offloading in the context of IoT

Language: C++ - Size: 34.9 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 1

redayzarra/SleepApneaDetection

My capstone project explores machine learning, hardware, and web development to create a smart home system for monitoring the health of homebound patients suffering from sleep apnea. The system includes data collection through sensors, embedded ML (TinyML) to analyze data, and web development for creating a medical dashboard.

Language: C++ - Size: 187 MB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 1

mryndzionek/esp32s3_eye_kws_demo

Keyword spotting on ESP32-S3-EYE

Language: C - Size: 2.12 MB - Last synced at: 19 days ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0

mryndzionek/kws_cli

Small footprint, standalone, zero dependency, offline keyword spotting (KWS) CLI tool.

Language: C - Size: 968 KB - Last synced at: 8 days ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

dilawar/moden-hopfield-network

Modern Hopfield Network (aka Dense Associative Memory) In Rust

Language: Rust - Size: 31.3 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Hemant2000-karens/TinyML-App-iOS

This is the Shape image Classification of Geometric Images using Tensorflow, TensorFlow Lite, and Lite Micro

Language: Swift - Size: 25.2 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Ekhao/DataAwareNeuralArchitectureSearch

A proof of concept implementation of a Data Aware Neural Architecture Search.

Language: Python - Size: 336 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 1

renesas/tflite-micro-renesas

TFLM examples using Renesas microcontrollers

Size: 77.1 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 4

bharathsudharsan/Edge2Train

Code for IoT paper 'Edge2Train: a framework to train machine learning models (SVMs) on resource-constrained IoT edge devices'

Language: C - Size: 2.92 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

gbr1/edgeimpulse_ros

ROS2 wrapper for Edge Impulse

Language: Python - Size: 46.9 KB - Last synced at: 15 days ago - Pushed at: 5 months ago - Stars: 10 - Forks: 0

len-sla/rp2040pico-w_BME680

Using Pico W

Language: C - Size: 13.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

tinyMLx/colabs

This repository holds the Google Colabs for the EdX TinyML Specialization

Language: Jupyter Notebook - Size: 9.79 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 108 - Forks: 113

TinyCompositeHAR/ESP32TFLiteCompositeHARModelDeployment

Deploy a simple MLP model onto ESP32-S3 board and collects metrics

Language: C - Size: 1.06 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

TinyCompositeHAR/LowComputeCompositeADLModels

My CSE707 TinyML Mini Project that uses esp32 s3 dev kit to detect composite human activites On-Device (ESP32)

Language: C - Size: 164 MB - Last synced at: 12 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

bharathsudharsan/CNN_on_MCU

Code for paper 'Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware'

Language: Jupyter Notebook - Size: 4.91 MB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 24 - Forks: 19

nesl/auritus

Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables

Language: C++ - Size: 139 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 20 - Forks: 0

tu-thai/mtk3-ai-interpreter

Combining AI and RTOS for resource constrained embedded systems

Language: C - Size: 2.25 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

code2k13/pipico_speech_recognition

This repository contains code and instructions to implement single word speech recognition on any board running CircuitPython

Language: Jupyter Notebook - Size: 3.74 MB - Last synced at: 14 days ago - Pushed at: 11 months ago - Stars: 8 - Forks: 0

fabrizioaymone/riscv-tflite

This repo evaluates TensorFlow Lite for Microcontrollers (TFLite Micro) on RISC-V architectures, featuring cross-compilation and performance profiling with Spike and Gem5. It provides insights into in-order vs. out-of-order core designs for TinyML workloads.

Language: C++ - Size: 13.8 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0