TinyML4D

Community of researchers and practitioners focused on both improving access to TinyML education and enabling innovative solutions for the unique challenges faced by Developing Countries.

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Workshops / Lectures

WALC 2023 - Ecuador - "Applied AI"

UPCH-Peru: TinyML Introduction and Edge Computing Vision w/ Arduino NICLA Vision

Morocco AI - Summer School [Material]

tinyML Talks: "Unleashing the Power of the New XIAO ESP32S3 Sense" [Slides] [Video]

SciTinyML: Scientific Use of Machine Learning on Low-Power Devices - 2023

PUC Ecuador - Bringing Intelligence to Sensors

Addis Ababa University (AAU) Workshop - Using Wio Terminal

UAO - Colombia - TinyML Introduction

WALC 2022 - Panama - "Applied_AI"

CNMAC-22 - Campinas, Brazil

Books

Machine Learning Systems

XIAO: Big Power, Small Board - Mastering Arduino and TinyML

Academic Papers

AFIB_SR_detection_TinyML

On Device - Predictive Model

Classifying mosquito wingbeat sound using TinyML

Tutorials

Edge Machine Learning in Practice e-Book (working in progress)

TinyML LSTM Model [Temperature Prediction using a TinyML LSTM model - Tutorial] [Material]

Grove Vision AI Module (V2) [Computer Vision at the Edge - Tutorial] [Material]

SONY Spresense and SensiEDGE CommonSense [Sensor Data Fusion tutorial] [Material]

ARDUINO NICLA Vision - Computer Vision [Material] [Video-ES]

XIAO ESP32S3 Sense - Audio / Motion / Vision

ESP32 TinyML - Audio / Motion / Vision

XIAO-BLE-Sense - Audio / Motion / Datalogger / MicroPython

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These workshops and Lectures are part of the TinyML4D, an initiative to make Embedded Machine Learning (TinyML) education available to everyone, explicitly enabling innovative solutions for the unique challenges faced by Developing Countries.