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A Beginner's Guide to AI and Edge Computing Artificial Intelligence (AI) is now part of our daily lives. With companies developing low-cost AI-powered hardware into their products, it is now becoming a reality to purchase AI accelerator hardware at comparatively very low costs. One such hardware accelerator is the Hailo module which is fully compatible with the Raspberry Pi 5. The Raspberry Pi AI Kit is a cleverly designed hardware as it bundles an M.2-based Hailo-8L accelerator with the Raspberry Pi M.2 HAT+ to offer high speed inferencing on the Raspberry Pi 5. Using the Raspberry Pi AI Kit, you can build complex AI-based vision applications, running in real-time, such as object detection, pose estimation, instance segmentation, home automation, security, robotics, and many more neural network-based applications. This book is an introduction to the Raspberry Pi AI Kit, and it is aimed to provide some help to readers who are new to the kit and wanting to run some simple AI-based visual models on their Raspberry Pi 5 computers. The book is not meant to cover the detailed process of model creation and compilation, which is done on an Ubuntu computer with massive disk space and 32 GB memory. Examples of pre-trained and custom object detection are given in the book. Two fully tested and working projects are given in the book. The first project explains how a person can be detected and how an LED can be activated after the detection, and how the detection can be acknowledged by pressing an external button. The second project illustrates how a person can be detected, and how this information can be passed to a smart phone over a Wi-Fi link, as well as how the detection can be acknowledged by sending a message from the smartphone to your Raspberry Pi 5.

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Program, build, and master 60+ projects with the Wireless RP2040 The Raspberry Pi Pico and Pico W are based on the fast, efficient, and low-cost dual-core ARM Cortex M0+ RP2040 microcontroller chip running at up to 133 MHz and sporting 264 KB of SRAM and 2 MB of Flash memory. Besides spacious memory, the Pico and Pico W offer many GPIO pins, and popular peripheral interface modules like ADC, SPI, I²C, UART, PWM, timing modules, a hardware debug interface, and an internal temperature sensor. The Raspberry Pi Pico W additionally includes an on-board Infineon CYW43439 Bluetooth and Wi-Fi chipset. At the time of writing this book, the Bluetooth firmware was not yet available. Wi-Fi is however fully supported at 2.4 GHz using the 802.11b/g/n protocols. This book is an introduction to using the Raspberry Pi Pico W in conjunction with the MicroPython programming language. The Thonny development environment (IDE) is used in all of the 60+ working and tested projects covering the following topics: Installing the MicroPython on Raspberry Pi Pico using a Raspberry Pi or a PC Timer interrupts and external interrupts Analogue-to-digital converter (ADC) projects Using the internal temperature sensor and external sensor chips Using the internal temperature sensor and external temperature sensor chips Datalogging projects PWM, UART, I²C, and SPI projects Using Bluetooth, WiFi, and apps to communicate with smartphones Digital-to-analogue converter (DAC) projects All projects are tried & tested. They can be implemented on both the Raspberry Pi Pico and Raspberry Pi Pico W, although the Wi-Fi-based subjects will run on the Pico W only. Basic programming and electronics experience are required to follow the projects. Brief descriptions, block diagrams, detailed circuit diagrams, and full MicroPython program listings are given for all projects.

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For Raspberry Pi, ESP32 and nRF52 with Python, Arduino and Zephyr Bluetooth Low Energy (BLE) radio chips are ubiquitous from Raspberry Pi to light bulbs. BLE is an elaborate technology with a comprehensive specification, but the basics are quite accessible. A progressive and systematic approach will lead you far in mastering this wireless communication technique, which is essential for working in low power scenarios. In this book, you’ll learn how to: Discover BLE devices in the neighborhood by listening to their advertisements. Create your own BLE devices advertising data. Connect to BLE devices such as heart rate monitors and proximity reporters. Create secure connections to BLE devices with encryption and authentication. Understand BLE service and profile specifications and implement them. Reverse engineer a BLE device with a proprietary implementation and control it with your own software. Make your BLE devices use as little power as possible. This book shows you the ropes of BLE programming with Python and the Bleak library on a Raspberry Pi or PC, with C++ and NimBLE-Arduino on Espressif’s ESP32 development boards, and with C on one of the development boards supported by the Zephyr real-time operating system, such as Nordic Semiconductor's nRF52 boards. Starting with a very little amount of theory, you’ll develop code right from the beginning. After you’ve completed this book, you’ll know enough to create your own BLE applications.

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With Examples for Raspberry Pi Pico and ESP32 Creating and programming small electronic systems is now easier than ever before. With inexpensive development boards and modern software tools, anyone curious about embedded design can quickly move from an idea to a working piece of hardware. At the heart of this change is MicroPython—a clear, interactive, and beginner-friendly way to program microcontrollers while still remaining closely connected to the underlying electronics. This book introduces embedded programming through MicroPython on popular platforms such as the Raspberry Pi Pico and the ESP32. You will discover how to use microcontrollers for reading inputs, processing data, and controlling outputs in a predictable, real-time loop. With just a few lines of code, you can blink LEDs, read sensors, drive motors, and communicate with the outside world. The interactive REPL programming interface encourages experimentation and fast learning, making concepts tangible from the very first chapter. While different boards offer different capabilities, they all share the same core principles. Timers, GPIO, analog I/O, PWM, interrupts, and communication interfaces form the foundation of every embedded system. By focusing on these universal building blocks, this book helps you build skills that transfer across platforms and scale naturally toward more advanced development. Whether you are a beginner or an experienced programmer entering embedded systems, you will find that working with MicroPython is both practical and genuinely enjoyable.

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Inhalt Projekte Pico-VoiceSprachverfremdung und Soundeffekte mit dem Raspberry Pi Pico Navi mit Vibrations-Feedback POV-Anzeige Impulsbreitenmodulation (PWM) mit dem Raspberry Pi Pico Verwendung von Wi-Fi mit dem Raspberry Pi Pico „Hello World“ vom Raspberry Pi Pico und RP2040Ein Blick auf den ersten Mikrocontroller der Raspberry Pi Foundation Einfacher Ein-Aus-Temperaturregler mit Raspberry-Pi-HAT Multitasking mit dem Raspberry PiBeispiel: Ampelsteuerung Das Raspberry-Pi-LinealSpaß mit einem Laufzeitsensor Puffer-Board für Raspberry Pi (Mk. 1)Nie wieder defekte I/O-Ports FM-Radio mit RDSEin HAT für den Raspberry Pi LoRa mit dem Raspberry Pi PicoViel Spaß mit MicroPython! Tutorials Qt für Raspberry Pi Raspberry Pi Pico Programmierungmit MicroPython und Thonny Raspberry Pi Full StackRPi und RF24 als Herzstück eines Sensornetzwerks Raspberry Pi – Bash-Befehle in der Übersicht Community Java auf dem Raspberry PiEin Interview mit Buch-Autor Frank Delporte Reviews Buchvorstellung: Raspberry Pi for Radio Amateurs Secure-Boot-Lösung für Raspberry PiViel Sicherheit zum vernünftigen Preis Review: SmartPi – Smartmeter-Erweiterung für Raspberry Pi Review: RPi-HAT Enviro+Umweltdaten messen mit Raspberry Pi und der HAT Enviro+ Review: Raspberry Pi 4Alles neu und doch gut? Schnelles 3,5“-Touch-Display für RPiMehr Leistung ohne Aufpreis

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The Arduino Uno is an open-source microcontroller development system encompassing hardware, an Integrated Development Environment (IDE), and a vast number of libraries. It is supported by an enormous community of programmers, electronic engineers, enthusiasts, and academics. The libraries in particular really smooth Arduino programming and reduce programming time. What’s more, the libraries greatly facilitate testing your programs since most come fully tested and working. The Raspberry Pi 4 can be used in many applications such as audio and video media devices. It also works in industrial controllers, robotics, games, and in many domestic and commercial applications. The Raspberry Pi 4 also offers Wi-Fi and Bluetooth capability which makes it great for remote and Internet-based control and monitoring applications. This book is about using both the Raspberry Pi 4 and the Arduino Uno in PID-based automatic control applications. The book starts with basic theory of the control systems and feedback control. Working and tested projects are given for controlling real-life systems using PID controllers. The open-loop step time response, tuning the PID parameters, and the closed-loop time response of the developed systems are discussed together with the block diagrams, circuit diagrams, PID controller algorithms, and the full program listings for both the Raspberry Pi and the Arduino Uno. The projects given in the book aim to teach the theory and applications of PID controllers and can be modified easily as desired for other applications. The projects given for the Raspberry Pi 4 should work with all other models of Raspberry Pi family. The book covers the following topics: Open-loop and closed-loop control systems Analog and digital sensors Transfer functions and continuous-time systems First-order and second-order system time responses Discrete-time digital systems Continuous-time PID controllers Discrete-time PID controllers ON-OFF temperature control with Raspberry Pi and Arduino Uno PID-based temperature control with Raspberry Pi and Arduino Uno PID-based DC motor control with Raspberry Pi and Arduino Uno PID-based water level control with Raspberry Pi and Arduino Uno PID-based LED-LDR brightness control with Raspberry Pi and Arduino Uno

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Van de makers van MagPi, het officiële Raspberry Pi-magazine Ga aan de slag met Raspberry Pi 5, de nieuwste en beste in de Raspberry Pi-microcomputerlijn; leer programmeren en creeren met deze fantastische computer. Daarnaast zijn er nog genoeg dingen die je kunt doen met Raspberry Pi 4, Raspberry Pi Zero 2 W en Raspberry Pi Pico W in dit handboek. Met de nieuwste recensies, tutorials, projectpresentaties, handleidingen en nog veel meer is dit je ultieme bron voor Raspberry Pi! 228 pagina’s Raspberry Pi Alles wat je moet weten over de Raspberry Pi 5 Snelle en praktische gids voor elke Raspberry Pi Beleef serieus plezier met elektronica en de Pico W Inspirerende projecten voor uw volgende bouwidee Leer μPython door een “handheld” te bouwen Aan de slag met de Raspberry Pi Camera-module Kunstmatige Intelligentie; bouw je eigen GPT Chatbot

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Dit boek gaat over de Raspberry Pi, en over het programmeren in C. De programmeertaal C en het besturingssysteem Linux (Raspbian) passen uitstekend bij elkaar. Alles wat we nodig hebben om in C te programmeren wordt meegeleverd met het besturingssysteem van de Raspberry Pi. In dit boek leert u hoe C gebruikt wordt met de Raspberry Pi, en krijgt u een overzicht van de taal. WiringPi is een softwarebibliotheek voor de Raspberry Pi waarmee C hardware-uitbreidingen kan benaderen. Die bibliotheek wordt gebruikt om sensoren uit te lezen en om extra hardware aan te sturen. U gaat experimenteren met LED’s en schakelaars, met motoren, met geluid en met sensoren voor temperatuur, luchtdruk, en luchtvochtigheid. Met een Linux-systeem kunt u een webserver maken, inclusief interactieve websites met PHP en WiringPi. Daarom is ook een beknopt overzicht van HTML en PHP in het boek opgenomen. In de voorbeelden worden sensoren via het web uitgelezen en worden apparaten bestuurd. In het laatste voorbeeld wordt een temperatuurlogger gemaakt. Die meet elk kwartier de temperatuur. Een tabel met de meetwaarden kan via het web worden uitgelezen. Alle voorbeeldprogramma’s kunnen worden gedownload van de website van Elektor.

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TurtleBot 4 est la nouvelle génération de la plateforme robotique open source la plus populaire au monde pour l'éducation et la recherche, offrant une meilleure puissance de calcul, de meilleurs capteurs et une expérience utilisateur de classe mondiale à un prix abordable. TurtleBot 4 Lite est équipée d'une base mobile iRobot Create3, d'un puissant Raspberry Pi 4 exécutant ROS 2, d'une caméra stéréo spatiale OAK-D AI, d'un LiDAR 2D et de bien d'autres choses encore. Tous les composants ont été intégrés de manière transparente pour offrir une plateforme de développement et d'apprentissage prête à l'emploi. Profitez de la communauté florissante de développeurs ROS open source et commencez à apprendre la robotique dès le premier jour. Spécifications Plate-forme de base iRobot Create 3 Roues (diamètre) 72 mm Garde au sol 4,5 mm Ordinateur de bord Raspberry Pi 4 (4 Go) Vitesse linéaire maximale 0,31 m/s en mode sécurisé0,46 m/s sans mode sécurisé Vitesse angulaire maximale 1,90 rad/s Charge utile maximale 9 kg Temps de fonctionnement 2h 30m - 4h selon la charge Temps de charge 2h 30m Lidar RPLIDAR A1M8 Caméra OAK-D-Lite Alimentation utilisateur VBAT @1.9 A5 V @ faible courant3,3 V @ faible courant Extension USB 2x USB 2.0 (Type A)2x USB 3.0 (Type A) LED programmables Créer 3 anneaux lumineux Boutons et interrupteurs 2x boutons d'utilisateur Create 31x bouton d'alimentation Create3 Batterie 26 Wh Lithium Ion (14,4 V nominal) Station d'accueil Inclus Taille (L x L x H) 342 x 339 x 192 mm Poids 3,3 kg Téléchargements • Manuel de l’utilisateur  

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Le téléchargement intégral de ce numéro est disponible pour nos membres GOLD et GREEN sur le site Elektor Magazine ! Pas encore membre ? Cliquez ici. programmation PIO sur le Raspberry Pi PicoNeuf instructions, de multiples possibilités l'IA en ligne de commandeDéveloppement, compilation et validation de projets embarqués depuis le terminal le Scrutiny DebuggerDéboguer, visualiser et tester du code C/C++ embarqué carte breakout Sigfox (1)Développement d’une BoB radio alimentation à faible bruit (2)Construction, assemblage et mise en œuvre pratique générateur de signaux simple basé sur le RP2040Signaux analogiques et numériques à la découverte du futur de la domotique avec Matter et l’IA EdgeLes dernières versions de Matter et l’essor de l’IA en périphérie de réseau (edge) donnent-ils enfin aux ingénieurs les outils nécessaires pour construire les maisons intelligentes et parfaitement intégrées promises aux utilisateurs ? capteurs de pression différentielleLa maintenance prédictive appliquée aux systèmes CVC la sécurité dès la conceptionPrincipes d’ingénierie pour limiter les défaillances la sécurité des systèmes embarqués n’est plus une option la CRA et la PQC redéfinissent les priorités de la sécurité embarquéePourquoi même les petites entreprises IoT et industrielles doivent prévoir une mise à niveau embedded world 2026Entretien avec Benedikt Weyerer, directeur d’embedded world prise en main du bus I3CUtilisation de matériel de ST et Microchip le projet BLEnkyPrototypage rapide d’applications Bluetooth Low Energy modulation de largeur d’impulsionDu thermostat tout ou rien à un signal analogique continu filtré audiotroniqueDes circuits audio agréables à l’écoute, à réaliser soi-même sur le vifLisez donc le manuel ! carte émetteur-récepteur audio ESP32 (4)Réglage des horloges et une option filaire 2026 : une odyssée de l’IAConséquences du vibe coding charge CC symétriqueCharge CC symétrique, statique ou dynamique comptage de visages avec MaixCAMUne méthode simple pour estimer la taille d’un public

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39 Experiments with Raspberry Pi and Arduino This book is about Raspberry Pi 3 and Arduino camera projects. The book explains in simple terms and with tested and working example projects, how to configure and use a Raspberry Pi camera and USB based webcam in camera-based projects using a Raspberry Pi. Example projects are given to capture images, create timelapse photography, record video, use the camera and Raspberry Pi in security and surveillance applications, post images to Twitter, record wildlife, stream live video to YouTube, use a night camera, send pictures to smartphones, face and eye detection, colour and shape recognition, number plate recognition, barcode recognition and many more. Installation and use of popular image processing libraries and software including OpenCV, SimpleCV, and OpenALPR are explained in detail using a Raspberry Pi. The book also explains in detail how to use a camera on an Arduino development board to capture images and then save them on a microSD card. All projects given in this book have been fully tested and are working. Program listings for all Raspberry Pi and Arduino projects used in this book are available for download on the Elektor website.

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