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From embedded sensors to advanced intelligence: Driving Industry 4.0 innovation with TinyML

TinyML is faster, real-time, power-efficient and privacy-friendly more than any other form of edge analytics. Here’s how Arduino Pro is making it possible for everyone.

Boards:Portenta
Categories:H7

This contactless system combines embedded ML and sensors to improve elevator safety

As an entry into the 5th IEEE National Level Project Competition, Anway Pimpalkar and his team wanted to design a system that could help improve safety and usability within elevators by detecting if a human is present, the floor they wish to travel towards, and automatically go to the ground floor in the event of a fire.  For determining when […]

Boards:Nano 33 BLE Sense
Categories:Arduino

Instead of sensing the presence of metal, this tinyML device detects rock (music)

After learning about the basics of embedded ML, industrial designer and educator Phil Caridi had the idea to build a metal detector, but rather than using a coil of wire to sense eddy currents, his device would use a microphone to determine if metal music is playing nearby.  Caridi started out by collecting around two hours […]

Boards:Nano 33 BLE Sense
Categories:Arduino

AIfES releases exciting new version of TinyML library for Arduino

The hugely impressive AIfES machine learning platform that runs on Arduino has been updated with some very exciting new features that you won’t want to miss. Take a look right here.

Boards:Uno
Categories:Arduino

PsyLink is a low-cost, non-invasive EMG interface based on the Nano 33 BLE Sense

Non-invasive EMG interfaces have the potential to solve many problems that afflict those who suffer from a disability or simply want a more efficient way to perform a task. This is what led one maker, who goes by the name “Hut,” to create their own open source device called PsyLink. It works by measuring the minute […]

Boards:Nano 33 BLE Sense
Categories:ArduinoMachine Learning

This Arduino device knows how a bike is being ridden using tinyML

Fabio Antonini loves to ride his bike, and while nearly all bike computers offer information such as cadence, distance, speed, and elevation, they lack the ability to tell if the cyclist is sitting or standing at any given time. So, after doing some research, he came across an example project that utilized Edge Impulse and an […]

Boards:Nano 33 BLE Sense
Categories:ArduinoMachine Learning

This wizard-themed book nook diorama features a face detection system, LEDs, and an ePaper display

The fantastical world of wizards and magic is one that can be explored by reading a book, and what better way to represent this than building your very own interactive diorama within a reading corner? Well, that is exactly what Andy of element14 Presents created when he combined a small display, computer vision, and LED lights into […]

Boards:Portenta
Categories:Arduino

Power of Python for Arduino Nano RP2040 Connect and Nano 33 BLE

Python support for three of the hottest Arduino boards out there is now yours. The Nano RP2040 Connect, Nano 33 BLE and BLE Sense can now be programmed using the popular MicroPython implementation.

Boards:Nano 33 BLENano 33 BLE SenseNano RP2040 ConnectPortenta
Categories:Python

PUPPI is a tinyML device designed to interpret your dog’s mood via sound analysis

Dogs are not known to be the most advanced communicators, so figuring out what they want based on a few noises and pleading looks can be tough. This problem is what inspired a team of developers to come up with PUPPI — a small device that utilizes tinyML to interpret your canine companion’s mood through vocal […]

Boards:Nano 33 BLE Sense
Categories:ArduinoMachine Learning

This system uses machine learning and haptic feedback to enable deaf parents to communicate with their kids

For the hearing impaired, communicating with others can be a real challenge, and this is especially problematic when it is a deaf parent trying to understand what their child needs, as the child is too young to learn sign language. Mithun Das was able to come up with a novel solution that combines a mobile app, […]

Boards:Nano 33 BLE Sense
Categories:Arduino
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