Neuton Tiny ML projects

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Gesture-based Remote Control Device

Learn how to enhance the control of consumer electronics devices with hand gestures and how to create similar solution by yourself.

Ultra-tiny Solution Of Daily Activities recognition

Prototyping: a Hand Tracker with Nicla Sense ME and Bosch sensors

Ultra Tinyml: Machine Learning For 8-bit Microcontroller

How to create a gesture recognition system with Arduino and Neuton TinyML

Real-time Smoke Detection With Ai-based Sensor Fusion

Implementing sensor fusion to detect smoke and reduce false alarms.

Detecting Unstable Electrical Grid With Tinyml

How to apply a TinyML approach to prevent electrical grid overloads.

Making Famous Magic Wand 33x Faster

Creating a faster, smaller, and more accurate magic wand than the famous experiment provided in Arduino Sketch, given the same hardware.

Tic-tac-toe Game With Tinyml-based Digit Recognition

Play Tic-Tac-Toe (also known as Xs and Os) using handwritten digits recognized with the help of TinyML techniques.

Smart Shipment With Tinyml

Developing a TinyML solution for the Shipping Industry that allows users to track the status of a shipment/package in real time.

Predictive Maintenance Of Compressor Water Pumps

Applying sensor fusion with RSL10 and Bosch sensors to run a TinyML model for predictive maintenance of compressor water pumps.

Tinyml: Slope Control For Robots With Arduino pro

Building an inclination estimator system with Arduino Nicla Sense ME and Neuton TinyML

Predicting The F1 Champion With Tinyml

Collecting and analyzing data to predict which F1 car will finish the race first.

Gsm & Sms Enabled Ai-driven (tinyml) Water Pollution Monitor

Via MKR GSM 1400, collate water quality data from resources over GPRS to train a Neuton model, run the model, and transmit results via SMS.

Tabular Data Vs Computer Vision: Detecting Room Occupancy

Learn why room occupancy detection using environmental sensors and tabular data wins over computer vision.

Unlock Passwords With Tinyml-based Digit Recognition

Perform the MNIST digit recognition on passwords using the TinyML approach on a tiny MCU.

Recognizing Mnist-based Handwritten Digits On M5stack Core2

Learn how to quickly develop a TinyML model to recognize drawn digits on touch interfaces with low-power MCUs.

Tiny Ml For Big Hearts On An 8-bit Microcontroller

Predict the possibility of arrhythmias on an 8- bit Microcontroller, without sending the corresponding sensor data to the cloud.

Real-time Food Quality Prediction

Detect spoiled products using the Tiny Machine Learning approach.

Tiny Ml Air Writing Recognition With Nicla Sense Me

Experimenting with air-writing recognition on Arduino’s smallest board

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Difficulty

Platform

Category

Difficulty

Platform

Gesture-based Remote Control Device

Ultra-tiny Solution Of Daily Activities ​​recognition

Ultra Tinyml: Machine Learning For 8-bit Microcontroller

Real-time Smoke Detection With Ai-based Sensor Fusion

Detecting Unstable Electrical Grid With Tinyml

Making Famous Magic Wand 33x Faster

Tic-tac-toe Game With Tinyml-based Digit Recognition

Smart Shipment With Tinyml

Predictive Maintenance Of Compressor Water Pumps

Tinyml: Slope Control For Robots With Arduino pro

Predicting The F1 Champion With Tinyml

Gsm & Sms Enabled Ai-driven (tinyml) Water Pollution Monitor

Tabular Data Vs Computer Vision: Detecting Room Occupancy

Unlock Passwords With Tinyml-based Digit Recognition

Recognizing Mnist-based Handwritten Digits On M5stack Core2

Tiny Ml For Big Hearts On An 8-bit Microcontroller

Real-time Food Quality Prediction

Tiny Ml Air Writing Recognition With Nicla Sense Me

Ultra-tiny Solution Of Daily Activities recognition