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When is TinyML too much?

August 29, 2022 by Stacey Higginbotham Leave a Comment

When it comes to machine learning (ML), sometimes every problem looks like it needs a neural net, when in fact it just needs some statistics. This is especially true when it comes to running algorithms on microcontrollers and for industrial use cases … [Read more...]

Filed Under: Analysis, Featured Tagged With: edge learning, Infineon, machine learning, ML, Tiny ML, TinyML

Are you ready for shape-shifting robots?

March 16, 2022 by Kevin C. Tofel Leave a Comment

I typically get excited with any robotics technology aimed at the smart home. Recently though, some new developments in this space have me expanding my horizons. That’s mainly because the latest robots themselves can expand and contract in size! And … [Read more...]

Filed Under: Analysis, Featured Tagged With: city infrastructure, edge computing, healthcare iot, home robots, machine learning, robots, sensors, smart home, Soft Robotics

A gentle approach to AI and ML for all interested in the IoT

November 24, 2021 by Kevin C. Tofel Leave a Comment

We often discuss Artificial Intelligence (AI) and Machine Learning (ML) here on the site and in our weekly IoT Podcast. And we should: These technologies take data from sensors and other inputs, turning that data into actionable "smarts". But for … [Read more...]

Filed Under: Featured, How-To Tagged With: AI, artificial intelligence, Clevr, machine learning, ML

The inexpensive age of DIY smart home image detection is here if you’re up for it

February 17, 2021 by Kevin C. Tofel Leave a Comment

I’ve said many times in the past that every home ought to have a Raspberry Pi computer. And that is even truer for every smart home. Aside from being relatively inexpensive, these sub-$50 computers can accept analog signals from sensors, are easy … [Read more...]

Filed Under: Featured, How-To Tagged With: AI, DIY, Home Assistant, HomeBridge, image recognition, iot, machine learning, ML, MMQT, open source, person detection, raspberry pi, smart home, webcams

IoT sensors, machine learning and chips were the real stars of Apple’s WWDC 2020

June 23, 2020 by Kevin C. Tofel Leave a Comment

While watching the virtual Apple WorldWide Developer Conference on Monday, I imagined that if people were actually at the event, they’d be oohing and aahing over new software for iOS and Mac devices. I wasn’t. Well not quite. Instead, I was … [Read more...]

Filed Under: Analysis, Featured Tagged With: accelerometer, AirPods Pro, algorithms, Apple, Apple Health, Apple Watch, AppleTV, automations, CarKey, gyroscope, homekit, iOS, machine learning, routines, sensors, smart home, WWDC 2020

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