Day 82: Loud sound warning! I got my #ESP32 to detect "anomalies" in the fan (using #TensorFlow Lite).

#100DaysOfCode #arduino #tinyml #electronics #MachineLearning #ml #ai

It looks mighty unimpressive, but it's my first self trained @TensorFlow lite/micro model running on an #esp32 inferring a cosine function with a given input between 0..2*PI. Inference takes about 80-90uS per value. #tinyml @EspressifSystem #iot #EdgeComputing

It looks mighty unimpressive, but it's my first self trained @TensorFlow lite/micro model running on an #esp32 inferring a cosine function with a given input between 0..2*PI. Inference takes about 80-90uS per value. #tinyml @EspressifSystem #iot #EdgeComputing

Machine 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.




https://www.youtube.com/watch?v=v6B7MLs3Eyo&feature=emb_title




In…

If 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…

Smartglove for Cyclists: In this instructable, I will detail how I made this "smartglove" and its LED panel so that cyclists or other road users can ride/drive safer. Here is a short demo so you can see how it works (there is another video on my bike at the…

A TinyML based Medical device powered by Edge Impulse to predict Atrial fibrillation, AV Block 1 and Normal ECG with >90%.

BABL leverages tinyML to distinguish a baby's cry from other noise, preventing false alarms, and alerting parents only when needed.

A tinyML model to predict the life cycle of a lithium-ion battery.

Learning Image Classification on embedding devices (ESP32-CAM)

Fancy golfing simulators are excellent for learning the best techniques such as balance and how to hold a club properly. However, their large cost puts them out of the reach of most people, so Nick Bild decided to create a far cheaper alternative that can…

Listening to a speaker who interjects words such as “um,” “uuh,” and “so” can be extremely distracting and take away from the message being conveyed, which is why Benedikt Groß, Maik Groß, Thibault Durand set out to build a small device that can help encourage…

The ongoing COVID-19 pandemic has drawn attention to how clean our indoor environments are, and by measuring the CO2 levels within a room, infection risks can be approximated since more CO2 is correlated with poor ventilation. Software engineer Swapnil Verma…

Shoulder injuries can be quite complex and require months of careful physical therapy to overcome, which is what led to Roni Bandini to build a tinyML-powered wearable that monitors a patient’s rotator cuff movements to aid in the recovery process. His system is…

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 to some clever thinking, Felleke came…