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Optimizing TinyML applications 101: Part 3

This blog contains all the necessary info to optimize your TinyML applications

Optimizing TinyML applications 101: Part 3

Vishwa
716
AI powered smart ball

Adding AI and an accelerometer to a ball to classify its movement

AI powered smart ball

Infineon Team
714
Smart Retail: Real-time analytics at "the tip of a finger"

Picture below was produced by Generative AI. This project aims to enable real-time smart retail analytics using different type of AI: CV.

Smart Retail: Real-time analytics at "the tip of a finger"

Laziz Turakulov
711
Dynamic Traffic Management System

Description : traffic signals dynamically displays output based upon intensity of traffic across lanes

Dynamic Traffic Management System

amit bhasita
709
Automatic toothbrush timer

A toothbrush timer that uses an accelerometer to measure motion, and analyzes it using a simple machine learning model. Hit 2 minutes!

Automatic toothbrush timer

Jon Nordby
707
YOLOv8 custom classification model using Jetson Orin NX

How to use YOLOv8 to train a classification model using a custom dataset on Seeed Studio reComputer J4012

YOLOv8 custom classification model using Jetson Orin NX

Bruno Santos
705
Infineon Smart Mini Elevator

Smart mini elevator controlled by voice commands

Infineon Smart Mini Elevator

Guillermo Perez Guillen
703
Edge AI voice controlled Smart Plug hack, no Cloud or App

Smart power plugs are overall these days. Let's hack one and add an Edge voice control, also with BLE support!

Edge AI voice controlled Smart Plug hack, no Cloud or App

TANMOY DUTTA
700
Capacitive Pattern Based Input Lock

Reimagine low power UX using PSoC4100s reliable capticive technology combined with machine learning

Capacitive Pattern Based Input Lock

Mateusz Pająk
699
i-Lbow

Smart wearable powered by nRF53 that slackens Tennis Elbow.

i-Lbow

Night R
698
Patient Activity Monitor

A wearable device for patients or elderly people which track the activities and make log based on that.

Patient Activity Monitor

Rafi Rasheed T C
698
TinyML - Wake Word Detection - Team Yodha

Interpret audio signals and classify into words on an edge device using quantized neural network.

TinyML - Wake Word Detection - Team Yodha

user1695095
697
A federated approach to train and deploy embedded AI models

Build a machine learning model using a federated training framework to keep data on-device, train locally, and update a global model.

A federated approach to train and deploy embedded AI models

Solomon Muhunyo Githu
695
Multi-stage inference with Edge Impulse/Tensorflow Lite

Multi-stage inference with Edge Impulse/Tensorflow Lite - Raspberry Pi 4 Compute Module

Multi-stage inference with Edge Impulse/Tensorflow Lite

Dmitry Maslov
695
Learn Edge AI on Unihiker K10

Edge Impulse Beginner Tutorial

Learn Edge AI on Unihiker K10

Mukesh Sankhla
694
Jetson MagnaMirror

A clean mirror based UI for displaying voice results powered by Riva ASR and text-generation-webui, inspired by llamaspeak.

Jetson MagnaMirror

Timothy Lovett
694
ML Art Frame

An art frame that generates neural style transfer artwork and displays it to a 7 colour inky HAT

ML Art Frame

Michael Darby - 314Reactor
694
Retrofitting for Brownfield Systems with TinyAutomator

It's time to solve a real-life issue you have in your production line! 🏭

Retrofitting for Brownfield Systems with TinyAutomator

7 members
693
Run the Dobble Challenge on MaaXBoard

In the previous 2 part tutorial we built a model that plays the card game Dobble. Now we'll be running it on our MaaXBoard.

Run the Dobble Challenge on MaaXBoard

Team AIdventure
693
Basketball scoring table

Detecting points scored or missed chances on the basketball court.

Basketball scoring table

5 members
689
Temperature Monitoring And Prediction System

A project that will send message and e-mail when the temperature crosses the threshold value and also do the prediction

Temperature Monitoring And Prediction System

Vaishnavi
687
Polytech's Energy Monitoring System

Measure, monitor and predict energy consumption

Polytech's Energy Monitoring System

Kenzi Sarra
&
houda lahlou
686
Media Control Using Hand Gestures

A system which operates some commands when a specific hand gesture is being detected.

Media Control Using Hand Gestures

Sibtain Reza
685
Industry Casting Defect Classification

Classifying Casting and Moulding Defects in Industry Parts using Computer Vision and OpenVino

Industry Casting Defect Classification

aniket dhole
684
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