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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

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

IoT news of the week for August 20, 2021

August 20, 2021 by Stacey Higginbotham Leave a Comment

Graphic showing Internet of Things news

Amazon now offers machine learning at the edge instead of in its cloud: Amazon Web Services detailed how customers can use AWS Outposts (which is a service that replicates AWS services from the cloud on a company's own local gear) and Amazon's … [Read more...]

Filed Under: Featured, News Tagged With: AI, Amazon, drones, edge computing, Eero, intel, ML, Nanoleaf, Qualcomm, Rapid Robotics, raspberry pi, robots, samsung, SmartThings, Thread

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

CES 2021 preview: 6 things I’d like to see for the smart home and IoT

January 6, 2021 by Kevin C. Tofel 2 Comments

It’s nearly that time of year again for the Consumer Electronics Show (CES). Every January, Stacey and I walk dozens of miles to seek out the latest IoT devices, speaking to device makers and industry leaders at the show. Of course, this year CES is … [Read more...]

Filed Under: Analysis, Featured Tagged With: AI, alexa, Amazon, Apple, bluetooth, cameras, CES 2021, CHIP, google, google assistant, Google Home, homekit, mesh network, ML, Project CHIP, smart home, Thread, video doorbell, WiFi, zigbee

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