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18 tinyml projects

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Intellio Obstacle Avoider using OpenCV and PictoBlox Python

Learn to build and program a Quarky Intellio Obstacle Avoider Robot using PictoBlox Python and OpenCV.

Intellio Obstacle Avoider using OpenCV and PictoBlox Python

STEMpedia
15
I Trained My Own 30M Parameter AI to Run on an ESP32

An experimental language model I trained from scratch, running offline on ESP32-S3 with a touchscreen chat interface.

I Trained My Own 30M Parameter AI to Run on an ESP32

Marina
148
WaterLens

WaterLens combines four water sensors, Arduino UNO Q and local Edge AI to recognize patterns and flag changes from a tap-water reference.

WaterLens

Thomas Vikström
46
Ship a motion-sensing product in days, not years

A sealed ±32 g edge-AI node plus the whole stack — firmware, OTA, cloud, API, dashboards. You build only what makes your product yours.

Ship a motion-sensing product in days, not years

Sabatino Autorino
20

Develop a simple, low-cost AI-powered wearable with the XIAO nRF52840 Sense that detects hand gestures and controls real-world devices.

Controlling devices with gesture detection wearable

Solomon Muhunyo Githu
1.1K
Intellio Rover an AI Powered Audio-Vision Enabled Robot

A compact ESP32 edge-AI and AR module powering a rover with audio, vision, and offline ML for hands-on robotics projects.

Intellio Rover an AI Powered Audio-Vision Enabled Robot

STEMpedia
698
Quarky Robo Dog Mini, Step-by-Step Assembly Guide

A compact four-legged walking robot powered by Quarky.

Quarky Robo Dog Mini, Step-by-Step Assembly Guide

STEMpedia
367
VibeCoach: Camera-Less Real-Time Workout Form Corrector

A camera-less, standalone gym wearable powered by STM32 & TinyML to correct workout form in real-time via smart haptic feedback.

VibeCoach: Camera-Less Real-Time Workout Form Corrector

HIKMAL rapi
224
AquaPulse: Edge AI Water Pipe Monitoring

Non-invasive TinyML acoustic sensor on nRF54LM20 detecting pipe micro-fractures before major leaks occur.

AquaPulse: Edge AI Water Pipe Monitoring

Sylvian Kimkpe
120
Quarky Intellio Lane Follower using OpenCV | Assembly Guide

Learn how to assemble, program, and test the Quarky Intellio Lane Follower Robot using OpenCV in Python and PictoBlox.

Quarky Intellio Lane Follower using OpenCV | Assembly Guide

STEMpedia
117
Q Sense: Intelligent Factory Monitoring System

Privacy-first, distributed edge-AI system built for manufacturers who can't afford to replace legacy machinery or send proprietary data

Q Sense: Intelligent Factory Monitoring System

Team q-sense
82
VitalSense - A TinyML Smart Stethoscope Exploration

VitalSense: An EdgeAI smart stethoscope exploration on XIAO nRF52 with pre-trained Edge Impulse model for edge heart/lung anomaly detection.

VitalSense - A TinyML Smart Stethoscope Exploration

4 members
81
TinyCircuit-AI

A System with Arduino UNO Q and Edge Impulse that detects electronic components and announces them by voice for visual impairments people

TinyCircuit-AI

Guillermo Perez Guillen
70
EleTect-X:So Elephants and People Both Survive

A solar powered guardian that senses an elephant coming, then deters it safely with the same sounds nature already taught it to fear

EleTect-X:So Elephants and People Both Survive

Abhinav Krishna
56
A TinyML Bird Identifier and Sighting Recorder

Train with Edge Impulse, detect birds on a UNIHIKER K10, and save species counts with two buttons.

A TinyML Bird Identifier and Sighting Recorder

DFRobot
41
ESP32 TinyML Power Virtual Sensor (121 µs)

Real-time active load estimation on ESP32 using INT8 TFLite Micro with 121 µs latency and 772 B arena memory.

ESP32 TinyML Power Virtual Sensor (121 µs)

Pietro Malfatto
27
TensorScope — Will It Fit?

Will your TFLite Micro model fit? TensorScope checks RAM, flash, and compute cost against real, datasheet-cited MCU targets — offline.

TensorScope — Will It Fit?

Mohamed Ali Bedair
18
GuardianVault: Edge AI Asset Guardian

An ESP32-powered Edge AI guardian that uses TinyML, sensors and automated protection to safeguard valuable assets.

GuardianVault: Edge AI Asset Guardian

Shashwat Kansal
14
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