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AIfES releases exciting new version of TinyML library for Arduino

Reading Time: 2 minutes Arduino Team — January 17th, 2022 Last July AIfES (Artificial Intelligence for Embedded Systems) from the Fraunhofer Institute for Microelectronic Circuits and Systems (IMS) was launched. This open source solution makes it possible to run, and even train, artificial neural networks (ANN) on almost any hardware, including the Arduino UNO.  The team hasn’t stopped work […]

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

Reading Time: 2 minutes Arduino Team — December 28th, 2021 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 […]

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This Arduino device can detect which language is being spoken using tinyML

Reading Time: 2 minutes Arduino Team — December 8th, 2021 Although smartphone users have had the ability to quickly translate spoken words into nearly any modern language for years now, this feat has been quite tough to accomplish on small, memory-constrained microcontrollers. In response to this challenge, Hackster.io user Enzo decided to create a proof-of-concept project that demonstrated how an embedded device […]

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This system classifies different types of clouds using tinyML

Reading Time: 2 minutes Arduino Team — December 6th, 2021 At the basis of each weather forecast is data — and a lot of it. And although the vast majority of atmospheric data collection is fully automated, determining cloud volumes and types are still done manually. This problem is what inspired Swapnil Verma to create a project that utilizes machine learning to categorize […]

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This tinyML system helps soothe your dog’s separation anxiety with sounds of your voice

Reading Time: 2 minutes This tinyML system helps soothe your dog’s separation anxiety with sounds of your voice Arduino Team — November 17th, 2021 Due to the ongoing pandemic, Nathaniel Felleke’s family dog, Clairette, had gotten used to having people around her all the time and thus developed separation anxiety when the family would leave the house. But thanks […]

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Move! makes burning calories a bit more fun

Reading Time: 2 minutes Arduino Team — October 25th, 2021 Gamifying exercise allows people to become more motivated and participate more often in physical activities while also being distracted by doing something fun at the same time. This inspired a team of students from the Handong Global University in Pohang, South Korea to come up with a system, dubbed “Move!,” […]

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This tinyML device counts your squats while you focus on your form

Reading Time: 2 minutes Arduino Team — October 22nd, 2021 Getting in your daily exercise is vital to living a healthy life and having proper form when squatting can go a long way towards achieving that goal without causing joint pain from doing them incorrectly. The Squats Counter is a device worn around the thigh that utilizes machine learning […]

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Monitor the pH levels of a hydroponic plant’s water supply with Arduino and tinyML

Reading Time: 2 minutes Monitor the pH levels of a hydroponic plant’s water supply with Arduino and tinyML Arduino Team — September 2nd, 2021 Many plants are notorious for how picky they are about their environmental conditions. Having the wrong temperature, humidity, soil type, and even elevation can produce devastating effects. But none are perhaps as important and overlooked […]

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Predicting a lithium-ion battery’s life cycle with tinyML

Reading Time: 2 minutes Predicting a lithium-ion battery’s life cycle with tinyML Arduino Team — August 24th, 2021 Nothing is perhaps more frustrating than suddenly discovering your favorite battery-powered device has shut down due to a lack of charge, and because almost no one finds joy in calculating how long it will live based on current consumption levels/time used, […]

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VenTTracker is an anomaly detection system for windows to help ensure proper ventilation

Reading Time: 2 minutes Arduino Team — August 19th, 2021 Within an industrial setting, being able to determine if and/or when a machine malfunctions is vital to maintaining safety and uptime. This challenge is what prompted a maker who goes by javagoza on element14 to enter into their Design for a Cause 2021 contest with his device, which he calls the VenTTracker. At its […]

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Meet your new table tennis coach, a tinyML-powered paddle!

Reading Time: 2 minutes Arduino Team — July 23rd, 2021 Shortly after the COVID-19 pandemic began, Samuel Alexander and his housemates purchased a ping pong set and began to play — a lot. Becoming quite good at the game, Alexander realized that his style was not consistent with how more professional table tennis players hit the ball, as he simply taught […]

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The Snoring Guardian listens while you sleep and vibrates when you start to snore

Reading Time: 2 minutes Arduino Team — July 20th, 2021 Snoring is an annoying problem that affects nearly half of all adults and can cause others to lose sleep. Additionally, the ailment can be a symptom of a more serious underlying condition, so being able to know exactly when it occurs could be lifesaving. To help solve this issue, Naveen built […]

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VoiceTurn is a voice-controlled turn signal system for safer bike rides

Reading Time: 2 minutes Arduino Team — July 19th, 2021 Whether commuting to work or simply having fun around town, riding a bike can be a great way to get exercise while also enjoying the scenery. However, riding around on the road presents a danger as cars or other cyclists / pedestrians might not be paying attention while you […]

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‘Droop, There It Is!’ is a smart irrigation system that uses ML to visually diagnose drought stress

Reading Time: 2 minutes ‘Droop, There It Is!’ is a smart irrigation system that uses ML to visually diagnose drought stress Arduino Team — July 13th, 2021 Throughout the day as the sun evaporates the water from a plant’s leaves via a process called transpiration, observers will notice that they tend to get a little bit droopy. Also known as […]