Learn TinyML

Learn by building: turn your Arduino into an intelligent device that understands the world using TinyML. No data science degree required.

Books

As a technical writer, besides posts and tutorials, I also published a couple of books.

ESP32-CAM Made Easy All the ESP32-CAM features exposed in less than 10 lines of code.

Tiny Machine Learning just got a LOT Easier! A non-fluff, approachable book to become a fluent TinyML practitioner with the Arduino framework, starting from zero prior knowledge

Articles

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ESP32: make HTTP requests Make HTTP requests from your sketch with a clean, composable interface.

Connect ESP32 to WiFi Connecting to a WiFi network couldn't be easier (just 1 line of code!)

ESP32-CAM webserver The iconic CameraWebServer example with a fresh look

Arduino ChatGPT Voice Assistant Turn your Arduino board into a smart, voice controlled personal assistant

ESP32-CAM streaming View the camera feed in real-time from any web browser

ESP32-CAM Face detection Find faces in pictures, including landmarks for eyes, nose and mouth

ESP32-CAM motion detection streaming Debug the motion detection algorithm in real-time using a web browser

ESP32-CAM motion detection Detect moving objects from the camera frames, without any external PIR sensor

Glove for remote gesture control Use flex sensors to detect fingers' movement and classify current gesture

Squashing MobileNetV1 for microcontrollers A lightweight, manually optimized version of MobileNet V1 tailored for microcontrollers of any size.

ESP32-CAM: send photo to Telegram Send text and images to your Telegram bot without complex setups

ESP32-CAM: save pictures to SD card Save pictures on the SD card, with timestamps and nested folders

People flow counter Monitoring how many people entered your retail shop can unlock key business decisions.

ESP32-CAM quickstart First steps with the ESP32 camera: configure pins, take photo, view realtime stream

Elevator occupancy counter camera W

Object-following autonomous car Connecting an AI-enabled camera for object detection to 2 DC motors, you can quickly create an autonomous, object-following toy car.

WiFi Indoor RTLS (Real Time Location System) A