Schlagwort: Tiny Machine Learning
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Nothin’ but (neural) net: Track your basketball score with a Nano 33 BLE Sense
Reading Time: 2 minutesWhen playing a short game of basketball, few people enjoy having to consciously track their number of successful throws. Yet when it comes to automation, nearly all systems rely on infrared or visual proximity detection as a way to determine when a shot has gone through the basket versus missed. This is…
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Enabling automated pipeline maintenance with edge AI
Reading Time: 2 minutesPipelines are integral to our modern way of life, as they enable the fast transportation of water and energy between central providers and the eventual consumers of that resource. However, the presence of cracks from mechanical or corrosive stress can lead to leaks, and thus waste of product or even potentially dangerous…
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This GIGA R1 WiFi-powered wearable detects falls using a Transformer model
Reading Time: 2 minutesFor those aged 65 and over, falls can be one of the most serious health concerns they face either due to lower mobility or decreasing overall coordination. Recognizing this issue, Naveen Kumar set out to produce a wearable fall-detecting device that aims to increase the speed at which this occurs by utilizing…
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tinyML device monitors packages for damage while in transit
Reading Time: 2 minutesArduino Team — September 10th, 2022 Although the advent of widespread online shopping has been a great convenience, it has also led to a sharp increase in the number of returned items. This can be blamed on a number of factors, but a large contributor to this issue is damage in shipping. Shebin…
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This piece of art knows when it’s being photographed thanks to tinyML
Reading Time: 2 minutesThis piece of art knows when it’s being photographed thanks to tinyML Arduino Team — September 9th, 2022 Nearly all art functions in just a single direction by allowing the viewer to admire its beauty, creativity, and construction. But Estonian artist Tauno Erik has done something a bit different thanks to embedded…
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This device detects different household sounds through tinyML
Reading Time: 2 minutesArduino Team — July 14th, 2022 For people who suffer from hearing loss or other auditory issues, maintaining situational awareness can be vital for keeping safe and autonomous. This problem is what inspired the team of Lucia Camacho Tiemblo, Spiros Kotsikos, and Maria Alifieri to create a small device that can alert users to…
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This Arduino device can anticipate power outages with tinyML
Reading Time: 2 minutesArduino Team — May 24th, 2022 Our reliance on electronic devices and appliances has never been higher, so when the power goes out, it can quickly become an unpleasant and inconvenient situation, especially for those who are unable to prepare in time. To help combat this problem, Roni Bandini has devised a device he…
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From embedded sensors to advanced intelligence: Driving Industry 4.0 innovation with TinyML
Reading Time: 5 minutesWevolver’s previous article about the Arduino Pro ecosystem outlined how embedded sensors play a key role in transforming machines and automation devices to Cyber Physical Production Systems (CPPS). Using CPPS systems, manufacturers and automation solution providers capture data from the shop floor and use it for optimizations in areas like production schedules,…
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This Arduino device can detect which language is being spoken using tinyML
Reading Time: 2 minutesArduino 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…
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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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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…
