Schlagwort: TinyML
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This tinyML system helps soothe your dog’s separation anxiety with sounds of your voice
Reading Time: 2 minutesThis 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…
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Move! makes burning calories a bit more fun
Reading Time: 2 minutesArduino 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…
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This tinyML device counts your squats while you focus on your form
Reading Time: 2 minutesArduino 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…
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Monitor the pH levels of a hydroponic plant’s water supply with Arduino and tinyML
Reading Time: 2 minutesMonitor 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…
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Predicting a lithium-ion battery’s life cycle with tinyML
Reading Time: 2 minutesPredicting 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…
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VenTTracker is an anomaly detection system for windows to help ensure proper ventilation
Reading Time: 2 minutesArduino 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…
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Meet your new table tennis coach, a tinyML-powered paddle!
Reading Time: 2 minutesArduino 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…
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The Snoring Guardian listens while you sleep and vibrates when you start to snore
Reading Time: 2 minutesArduino 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…
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VoiceTurn is a voice-controlled turn signal system for safer bike rides
Reading Time: 2 minutesArduino 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…
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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.…
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This wearable device sends an alert whenever it detects a fall
Reading Time: 2 minutesArduino Team — July 2nd, 2021 A dangerous fall can happen to anyone, but they are particularly dangerous among the elderly as that demographic might not have effective ways to get help when needed. Rather than having to purchase an expensive device that costs up to $100 per month to use, Nathaniel F. on…
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This low-cost device uses tinyML on Arduino to detect respiratory diseases in pigs
Reading Time: 2 minutesArduino Team — June 30th, 2021 One major drawback to the largescale farming of animals for meat consumption is the tendency for diseases to spread rapidly and decimate the population. This widespread issue is what drove Clinton Oduor to build a tinyML-powered device that can perform precision livestock farming tasks intelligently. His project works by continuously…
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Use tinyML on the Nano 33 BLE Sense to classify different bird calls
Reading Time: 2 minutesArduino Team — June 28th, 2021 There are thousands of bird species in the world, with numerous different and unique ones living in various areas. Developers Errol Joshua, Mahesh Nayak, Ajith K J, and Supriya Nickam wanted to build a simple device that would allow them to automatically recognize the feathered friends…
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This pocket-sized uses tinyML to analyze a COVID-19 patient’s health conditions
Reading Time: 2 minutesThis pocket-sized uses tinyML to analyze a COVID-19 patient’s health conditions Arduino Team — June 21st, 2021 In light of the ongoing COVID-19 pandemic, being able to quickly determine a person’s current health status is very important. This is why Manivannan S wanted to build his very own COVID Patient Health Assessment Device that could take…
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This system uses machine learning and haptic feedback to enable deaf parents to communicate with their kids
Reading Time: 2 minutesArduino Team — June 10th, 2021 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…
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Epilet is a tinyML-powered bracelet for detecting epileptic seizures
Reading Time: 2 minutesArduino Team — June 8th, 2021 Epilepsy can be a very terrifying and dangerous condition, as sufferers often experience seizures that can result in a lack of motor control and even consciousness, which is why one team of developers wanted to do something about it. They came up with a simple yet…
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TapLock uses tinyML on Arduino to protect your bike from thieves
Reading Time: 2 minutesArduino Team — May 31st, 2021 Bike locks have not changed that much in the last few decades, even though our devices have gotten far smarter, so they seem in need of an update. Designed with this in mind, the TapLock is able to intelligently lock and unlock from either Bluetooth or taps on…
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Recognizing handwritten MNIST digits on an Arduino Uno using LogNNet
Reading Time: 2 minutesArduino Team — May 19th, 2021 The Arduino Uno is famous for its ease of use and compact size, yet its microcontroller, the ATmega328P, is quite small. The 328P contains a mere 32KB of flash storage for programs and 2KB of RAM, which has traditionally made it unsuitable for machine learning applications.…
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Optimizing a low-cost camera for machine vision
Reading Time: 15 minutesIn this deep dive article, performance optimization specialist Larry Bank (a.k.a The Performance Whisperer) takes a look at the work he did for the Arduino team on the latest version of the Arduino_OV767x library. Arduino recently announced an update to the Arduino_OV767x camera library that makes it possible to run machine vision…
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Machine vision with low-cost camera modules
Reading Time: 6 minutesIf you’re interested in embedded machine learning (TinyML) on the Arduino Nano 33 BLE Sense, you’ll have found a ton of on-board sensors — digital microphone, accelerometer, gyro, magnetometer, light, proximity, temperature, humidity and color — but realized that for vision you need to attach an external camera. In this article, we…
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Bike signal display keeps riders safe with machine learning
Reading Time: 2 minutesBike signal display keeps riders safe with machine learning Arduino Team — June 21st, 2020 Cycling can be fun, not to mention great exercise, but is also dangerous at times. In order to facilitate safety and harmony between road users on his hour-plus bike commute in Marseille, France, Maltek created his own LED…
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Simple machine learning with Arduino KNN
Reading Time: 5 minutesMachine learning (ML) algorithms come in all shapes and sizes, each with their own trade-offs. We continue our exploration of TinyML on Arduino with a look at the Arduino KNN library. [youtube https://www.youtube.com/watch?v=v6B7MLs3Eyo?feature=oembed&w=500&h=281] In addition to powerful deep learning frameworks like TensorFlow for Arduino, there are also classical ML approaches suitable for…
