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Detecting and tracking worker falls with embedded ML

Certain industries rely on workers being able to reach high spaces through the use of ladders or mobile standing platforms. And because of their potential danger if a fall were to occur, Roni Bandini had the idea to create an integrated system that can detect a fall and report it automatically across a wide variety of scenarios. […]

Boards:Nano 33 BLE Sense
Categories:Arduino

Reading analog gauges with the Nicla Vision

Analog instruments are everywhere and used to measure pressure, temperature, power levels, and much more. Due to the advent of digital sensors, many of these became quickly obsolete, leaving the remaining ones to require either conversions to a digital format or frequent human monitoring. However, the Zalmotek team has come up with a solution that incorporates embedded machine […]

Categories:NiclaNicla Vision

This system detects leaks by listening to water flowing through pipes

Damaged, leaking pipes are not only a nuisance to clean up after, but they can also create major inefficiencies within water delivery systems, leading to a loss in both the water itself and the electricity required to disinfect and pump it. Over the past decade, water pipeline detection systems have been upgraded to include state-of-the-art […]

Boards:Portenta
Categories:Arduino

Industrial IoT anomaly detection on microcontrollers

Consumer IoT (Internet of Things) devices provide convenience and the consequences of a failure are minimal. But industrial IoT (IIoT) devices monitor complex and expensive machinery. When that machinery fails, it can cost serious money. For that reason, it is important that technicians get alerts as soon as an abnormality in operation occurs. That’s why […]

Boards:Nano 33 BLE Sense
Categories:Arduino

This device detects different household sounds through tinyML

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 certain household sounds on their phone. The team decided […]

Boards:Nano 33 BLE Sense
Categories:Arduino

Detecting harmful gases with a single sensor and tinyML

Experiencing a chemical and/or gas leak can be potentially life-threatening to both people and the surrounding environment, which is why detecting them as quickly as possible is vital. But instead of relying on simple thresholds, Roni Bandini was able to come up with a system that can spot custom leaks by recognizing subtle changes in gas level […]

Boards:Nano 33 BLE Sense
Categories:Arduino

This device predicts when a refrigerator might fail using embedded ML

The refrigerator is one of the centerpieces in a modern kitchen, and experiencing a loss in cooling can lead to hundreds or even thousands of dollars of spoiled goods. Perhaps even more importantly, a sudden loss of medications or vaccines that heavily rely on refrigeration can have a big impact on the people that need […]

Boards:Nano 33 BLE Sense
Categories:Arduino

These intelligent slippers sense regular activities and falls using machine learning

When it comes to activity monitors such as smartwatches, rings, and pendants, they are often considered cumbersome or too difficult to keep track of, especially for the elderly with memory or dexterity problems. This is why the team of Jure Špeh, Jan Adamic, Luka Mali, and Blaz Ardaljon Mataln Smehov decided to create the SmartSlippers […]

Categories:Uncategorized

SafeDrill uses tinyML to encourage proper drilling technique

For those new to DIY projects that involve the use of power tools, knowing when a tool is being used in an unsafe manner is of utmost importance. For many, this can include employing the wrong drill bit for a given material, such as a concrete bit in a soft wood plank. This is why […]

Boards:Nano 33 BLE Sense
Categories:Arduino

This Arduino device can anticipate power outages with tinyML

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 calls “EdenOff,” which is placed inside an electrical outlet […]

Boards:Nano 33 BLE Sense
Categories:Arduino
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