#tinyml

AI ART HUM

YV Yves Zieba

Beyond the Cloud: How Predictive Edge AI is Rewiring MedTech

Connected devices are drowning clinicians in data. TinyML, Agentic AI, and Sovereign architectures are the cure.

Jul 08, 2026 · 3 min read · 0 claps #medical-devices #edge-ai #medtech

TCH

JA Jack omnixri

【Arduino UNO Q 專欄04】- 人臉偵測開關燈具

Jack OmniXRI, 2026/06/17

Jun 26, 2026 · 21 min read · 0 claps #arduino #uno-q #omnixri

ART TCH

SI Simeon Babatunde

From Data Collectors to Decision Makers: Why Intelligent Sensors Are the Next Shift in Edge AI

The next evolution of IoT may not be about connecting more sensors. It may be about making sensors smart enough to decide what matters…

Jun 15, 2026 · 5 min read · 0 claps #edge-ai #embedded-systems #iot

HUM TCH AI

BL BLE Advertiser

TinyML on Android + ESP32: Real AI Without the Cloud

How Android devs and IoT builders can run on-device ML inference in 2026 — no API keys, no latency, no excuses.

Jun 01, 2026 · 8 min read · 0 claps #iot #android #tinyml

AI TCH SPT

KA Kaushal Kumar

TinyML: The Tiny Revolution That’s Quietly Making Every Device on Earth Intelligen

While everyone was watching ChatGPT, AI snuck into your smoke detector, your car’s tire sensors, and your farmer’s soil monitor — running…

May 30, 2026 · 9 min read · 0 claps #tinyml #edge-ai #iot

MED HUM TCH AI

FE Felix Galindo

Sensors Only See Shadows

The data bottleneck behind wearable AI, and what the field is doing about it.

May 27, 2026 · 9 min read · 1 claps #edge-ai #iot #physical-ai

HUM LIF AI MDA

MA Maciej Adamiak

Baking Audio Intelligence into a MilkV Board — The YAMNet Duo S Recipe

I always wanted to create a technical manual in the form of a cookbook recipe. I feel my recent adventures with MilkV are the perfect…

May 27, 2026 · 4 min read · 3 claps paywalled #milkv #yamnet #sound-classification

AI ART HUM

AR Arya Tawade

TinyML CNN Architectures Explained: TinyCNN vs MobileNetV2 vs DS-CNN for Microcontrollers

Best lightweight neural networks for microcontrollers, edge AI, and TinyML deployment using TensorFlow Lite for Microcontrollers (TFLM) and…

May 25, 2026 · 3 min read · 0 claps #tinyml #edge-ai #microcontrollers

AI HUM TCH

AM Amdnewaz

Transfer Learning + TinyML: Building AI-Powered Person Detection on IoT Devices

Master machine learning on edge devices with transfer learning and TinyML. A practical guide to deploying person detection on…

May 24, 2026 · 6 min read · 0 claps #transfer-learning #tinyml #iot

HUM TCH AI

DO Don Dew

STM32 Microcontrollers: Building Smart Embedded Systems with Machine Learning

How STM32 is powering the future of intelligent electronics, IoT, robotics and embedded AI.

May 24, 2026 · 5 min read · 50 claps #stm32 #tinyml #microcontrollers

AI

MO Mohamed Morsy

Why ‘Zero to Hero’ AI Courses Miss the Embedded Mark

The internet is awash with courses promising to turn you into an AI expert in 100 days. While these might equip you with Python and basic…

May 17, 2026 · 2 min read · 0 claps #embedded-ai #tinyml #quantization

DSN AI

FR Franklin Okere

Why Embedded AI Design Is Really About Platform Choice

Why Embedded AI Design Is Really About Platform Choice I made the case in the earlier piece, “What Embedded AI Design Really Means,” that…

May 17, 2026 · 5 min read · 55 claps #embedded-ai #tinyml #hardware

HUM TCH AI

NA Nayan Rathod

TinyML Series: Article 01

What is TinyML? A beginner’s guide to machine learning on microcontrollers

May 16, 2026 · 6 min read · 2 claps #tinyml #microcontrollers #machine-learning

TCH

JA Jack omnixri

【Arduino UNO Q 專欄01】- 基礎硬體及軟體簡介

Jack OmniXRI, 2026/05/06

May 14, 2026 · 6 min read · 0 claps #arduino #uno-q #tinyml

AI HUM TCH SCI

TH Thommaskevin

TinyML —Recurrent Neural Networks

From mathematical foundations to edge implementation

May 14, 2026 · 19 min read · 113 claps #machine-learning #artificial-intelligence #arduino

AI

DA David Such · Level Up Coding

Spot the Robot Can Reason, but it can’t hold a can of soda

Spot can now read a gauge and reason about a spill. It still cannot work out which way up to hold a can. That gap is not a data problem, it…

May 11, 2026 · 6 min read · 158 claps paywalled #embedded-ai #primal-layers #robotics

DO Don Dew

NimbusAI-Intelligent Rainfall Detection and Prediction Using GNSS, TinyML, Embedded Systems and…

Introduction

May 07, 2026 · 6 min read · 0 claps #tinyml #rainfall-prediction #gnss

AI HUM

DA David Such · Embedded AI

Why ARC’s $2M Bet Against Priors Is the Wrong Bet for Embedded AI

ARC says intelligence emerges from learning when priors are minimised. Vertebrates disagree and have spent 500 million years proving the…

May 04, 2026 · 7 min read · 3 claps paywalled #embedded-ai #primal-layers #ai

SPT AI TCH

VI Vishesh S.

How Quantization and Distillation Are Putting Real AI on Your Phone

Running a capable language model offline used to require a server rack. Now it needs a Raspberry Pi. Two techniques made this possible —…

May 03, 2026 · 6 min read · 38 claps #edge-ai #quantization #llm

AI HUM SCI

TH Thommaskevin

TinyML — Spiking Neural Networks

From mathematical foundations to edge implementation

Apr 28, 2026 · 22 min read · 76 claps #machine-learning #artificial-intelligence #embedded-systems

HUM AI

SB Sbayer

Why My MacBook Air M4 Runs an 8B Model at 45 Tokens per Second

How Apple silicon’s unified memory and parallel GPU execution make local inference feel like a perfectly coordinated burger line with help…

Apr 09, 2026 · 20 min read · 1 claps #tinyml #apple-silicon #machine-learning

TCH HUM AI SCI

HE Herianperdana

TinyML Myths vs. Facts: Can the ESP32 Really Train Its Own AI (On-Device Learning)?

Have you ever read a research paper on Tiny Machine Learning (TinyML) or Federated Learning and felt completely inadequate?

Apr 06, 2026 · 3 min read · 0 claps #tinyml #esp32 #esp-idf

TCH

JA Jack omnixri

Arduino UNO Q 教學案例整理

作者:Jack OmniXRI, 2026/02/14

Feb 14, 2026 · 4 min read · 0 claps #arduino #uno-q #mcu

JA Jack omnixri

【開箱評測】穿戴式超低功耗 TinyML 開發板 Trina-Pi (UP201) 開箱實測

作者： Jack OmniXRI, 2026/01/28

Jan 28, 2026 · 7 min read · 0 claps #edge-ai #tinyml #upbeat-tech

ART AI

SA Saeed Hoss

Creating Quantized Multi-Task MobileNet V3 Models for Edge Deployment

How I built a tool to generate fully quantized TensorFlow Lite models with customizable multi-head architectures

Dec 14, 2025 · 10 min read · 0 claps #tflite #tinyml #edge-computing

JA Jack omnixri

【課程簡報】20251129_慈濟大學資訊工程學系_微型機器學習(TinyML)工作坊

很高興今天（2025/11/29）受慈濟大學工學院資訊工程學系（原生物醫學科技學院醫學資訊學系）李盛安老師邀約，和同學們分享 TinyML （Edge Impulse) & Edge AI (OpenVINO)…

Dec 04, 2025 · 5 min read · 0 claps #omnixri #tinyml #edge-impulse

SPT AI

KO KodekX

Edge LLM Deployment on Small Devices: The 2025 Guide

1. Executive Summary

Dec 02, 2025 · 6 min read · 3 claps #edge-ai #llm-deployment #mobile-ai

HUM TCH GEN ECO

AM Amir

Smarter AI on the Edge: How a Tiny, Flexible “Neural Learning Unit” Brings On‑Device Training to…

A tiny and energy-efficient computer chip called the Neural Learning Unit (NLU), designed to help devices like smartwatches, …

Jul 10, 2025 · 4 min read · 2 claps #edge-ai #on-device-learning #hardware-accelerator

JA Jack omnixri

【簡報導讀-001】 利用 ExecuTorch 和 Arm Ethos U NPU 優化邊緣 AI

為了方便大家快速理解，以下內容使用 Google NotebookLM 產生相關文字及語音解說，如想深入了解的朋友可參考原始來源。

Jun 07, 2025 · 6 min read · 0 claps #arm #executorch #ethos-u

JA Jack omnixri

OmniXRI TinyML 小學堂 (2025) 完結撒花

作者：許哲豪(Jack Hsu), 2025/6/5

Jun 05, 2025 · 5 min read · 0 claps #omnixri #arm-developer #himax

JA Jack omnixri

OmniXRI TinyML 小學堂 (2025) 【第 13 講】雲端與邊緣整合應用

本課程完全免費，請勿移作商業用途！更多課程內容請參考文末教學資源連結。歡迎追蹤、留言、訂閱、點讚、轉發，讓更多需要的朋友也能一起學習。

Jun 04, 2025 · 4 min read · 0 claps #omnixri #tinyml #小學堂

JA Jack omnixri

OmniXRI TinyML 小學堂 (2025) 【第 12 講】影像應用─姿態估測

本課程完全免費，請勿移作商業用途！更多課程內容請參考文末教學資源連結。歡迎追蹤、留言、訂閱、點讚、轉發，讓更多需要的朋友也能一起學習。

May 28, 2025 · 4 min read · 0 claps #omnixri #tinyml #himax

JA Jack omnixri

OmniXRI TinyML 小學堂 (2025) 【第 10 講】影像應用─影像分類

本課程完全免費，請勿移作商業用途！更多課程內容請參考文末教學資源連結。歡迎追蹤、留言、訂閱、點讚、轉發，讓更多需要的朋友也能一起學習。

May 14, 2025 · 5 min read · 0 claps #omnixri #tinyml #小學堂

JA Jack omnixri

OmniXRI TinyML 小學堂 (2025) 【第 7 講】實驗開發板介紹

本課程完全免費，請勿移作商業用途！更多課程內容請參考文末教學資源連結。歡迎追蹤、留言、訂閱、點讚、轉發，讓更多需要的朋友也能一起學習。

Apr 23, 2025 · 5 min read · 0 claps #omnixri #tinyml #arm-developer

JA Jack omnixri

OmniXRI TinyML 小學堂 (2025) 第 1 講 微型人工智慧簡介

本課程完全免費，請勿移作商業用途！更多課程內容請參考文末教學資源連結。歡迎追蹤、留言、訂閱、點讚、轉發，讓更多需要的朋友也能一起學習。

Mar 12, 2025 · 4 min read · 0 claps #tinyml #mcu #omnixri

JA Jack omnixri

OmniXRI TinyML 小學堂 (2025) 【第0講】課程簡介

作者：許哲豪(Jack Hsu), 2025/3/12

Mar 05, 2025 · 10 min read · 0 claps #tinyml #arm #seeed

HUM TCH AI

AM Amdnewaz

TinyML for Person Detection on Arduino: A Comprehensive Guide

Introduction

Jan 09, 2025 · 4 min read · 0 claps #deep-learning #federated-learning #tinyml

ART

JA Jack omnixri

【vMaker Edge AI專欄】 2024 合輯

作者：Jack OmniXRI, 2024/12/18

Dec 18, 2024 · 2 min read · 0 claps #vmaker #edge-ai #tinyml

JA Jack omnixri

【課程簡報】20241015_中央太空_微型人工智慧如何應用於立方衛星

感謝今天(2024/10/15)中央大學太空科學與工程學系郭政靈教授的邀約，和同學們分享「微型人工智慧如何應用於立方衛星」。人造衛星從大型（大於1000公斤）、中型（500到1000公斤，如福衛二、五號）、小型（100到500公斤，如福衛一、七號）、微型（10到100公斤，如福衛…

Oct 14, 2024 · 2 min read · 0 claps #cubesat #tinyml #mcu

RO Roni Bandini

Detección de anomalías con exclusión automática de piezas

La idea para este proyecto fue desarrollar un sistema de inspección de anomalías con exclusión automática de piezas. Si bien ya había…

Sep 03, 2024 · 2 min read · 0 claps #detección-de-anomalías #tinyml #python

ART

JA Jack omnixri

【vMaker Edge AI專欄 #20】 單晶片也能輕鬆玩AI影像辨識？難道土耳其大叔來了？

作者：Jack OmniXRI, 2024/08/15

Aug 23, 2024 · 8 min read · 0 claps #vmaker #tinyml #himax

ART

JA Jack omnixri

【vMaker Edge AI專欄 #19】 當微處理器(MCU)遇上神經網路處理器(NPU)能擦出什麼新火花？

作者：Jack OmniXRI, 2024/07/15

Jul 22, 2024 · 11 min read · 0 claps #tinyml #himax #we2