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257 tinyml projects

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Pet Activity Tracker using XIAO BLE Sense & Edge Impulse

Our pets deserve more to stay active. A tinyML model predicts activities based on the data coming from 3 Axis IMU.

Pet Activity Tracker using XIAO BLE Sense & Edge Impulse

Mithun Das
8.5K

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

TinyML: Slope control for Robots with Arduino Pro

Leonardo Cavagnis
3.9K
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.

Tiny ML for Big Hearts on an 8-bit Microcontroller

Alex Miller
7.5K
ESP32-CAM: TinyML Image Classification - Fruits vs Veggies

Learning Image Classification on embedding devices (ESP32-CAM)

ESP32-CAM: TinyML Image Classification - Fruits vs Veggies

MJRoBot (Marcelo Rovai)
48K

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

Smart Shipment with TinyML

Timothy Malche
2.7K

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

Making Famous Magic Wand 33x Faster

Alex Miller
6.4K

Implementing sensor fusion to detect smoke and reduce false alarms.

Real-time Smoke Detection with AI-based Sensor Fusion

Stefan Blattmann
11K

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

Predicting the F1 Champion with TinyML

Leonardo Gonçalves
4.2K

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

Tiny ML Air Writing Recognition with Nicla Sense ME

Kate Vasilenko
5.7K

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

Predictive Maintenance of Compressor Water Pumps

Team mech
1.6K

Detect spoiled products using the Tiny Machine Learning approach.

Real-time Food Quality Prediction

Alex Miller
6.2K
TinyML Made Easy: Image Classification w/ XIAO ESP32S3 Sense

Exploring Machine Learning on the tiny device of the Seeed XIAO family, the ESP32S3 Sense and SenseCraft-Web-Toolkit

TinyML Made Easy: Image Classification w/ XIAO ESP32S3 Sense

MJRoBot (Marcelo Rovai)
20K
2024 MCU AI Vision Boards: Performance Comparison

Amateur's Guide: Comparing Vision AI MCUs on Ease & Speed

2024 MCU AI Vision Boards: Performance Comparison

Mengdu
8.7K

How to apply the TinyML approach to detect truck failure related to the Air Pressure System (APS) in a timely manner.

AI for ‌Truck APS Failure Detection ‌on‌ ‌a‌ ‌$4 MCU

Team mech
2.3K
TinyML Dog Bark Stopper

A fun and simple project that uses TinyML to detect and respond to dog barks.

TinyML Dog Bark Stopper

Nathaniel Felleke
14K

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

Tic-Tac-Toe Game with TinyML-based Digit Recognition

Rucksikaa Raajkumar
1.2K

Classificate gestures using an Esp32, MPU6050 and Edge Impulse.

Gesture Classification with Esp32 and TinyML

João Vitor Yukio Bordin Yamashita
11K
Smart Lake - early detection of algae bloom

Using data from different sensors and ML on the edge, this device can detect early sign of algae bloom and notify authorities or citizens.

Smart Lake - early detection of algae bloom

Sashrika Das
&
Mithun Das
4.8K

A proof-of-concept project to recognize air-written alphabet, using Arduino Nano RP2040 Connect run with Edge Impulse tinyML model.

Air-writing TinyML Alphabet Recognition

JuanYi
3.9K
The Smallest DIY Camera Using XIAO ESP32S3 Sense

A tiny DIY cam built with Xiao ESP32S3 Sense. Captures images with a button press and saves them to an SD card.

The Smallest DIY Camera Using XIAO ESP32S3 Sense

Nickson Kiprotich
8.0K
Battery Life Cycle Predictor Powered by Edge Impulse

A TinyML model to predict the Lithium Ion battery's life cycle within shorter time using Edge Impulse.

Battery Life Cycle Predictor Powered by Edge Impulse

Manivannan
7.1K

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

Tabular Data VS Computer Vision: Detecting Room Occupancy

Alex Miller
2.5K
AI Guardian for Plants

The AI Guardian for Plants is designed to monitor the soil data in real time

AI Guardian for Plants

Rain Ye
1.1K
TinyML Made Easy: Object Detection with XIAO ESP32S3 Sense

Computer Vision Exploration with the help of Edge Impulse and Arduino.

TinyML Made Easy: Object Detection with XIAO ESP32S3 Sense

MJRoBot (Marcelo Rovai)
13K
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