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AI Projects for the Raspberry Pi with the AI HAT+ Edge AI is transforming everyday devices by putting intelligence where it matters most: directly inside the hardware. With on-device inference, a camera can recognize a visitor instantly, a phone can translate speech without streaming audio to the cloud, and a wearable can detect anomalies in real time—fast, private, and reliable even when the network disappears. This book is your practical guide to building exactly those kinds of systems with the Raspberry Pi AI HAT+ and the Hailo-8L accelerator. You’ll start with clear foundations: core AI and machine-learning concepts, how neural networks work, and what truly distinguishes Edge AI from cloud AI—plus an honest look at ethical considerations and future impacts. Then it’s straight to hands-on physical computing. Step by step, you’ll set up Raspberry Pi OS, power and cooling, and develop in Python using the Thonny IDE. You’ll learn GPIO basics with lights and servos, mount the AI HAT+ hardware, install and verify the Hailo software stack, and connect the right camera—official modules or USB webcams, even multiple cameras. From your first pipeline to real projects, you’ll run person detection, pose estimation, segmentation, and depth estimation, then level up with YOLO object detection: smart alerts, guest counters, and custom extensions. You’ll even connect vision to motion by combining gesture recognition with servo-driven mechanisms, including a robotic arm. With troubleshooting tips, hardware essentials, and a practical Python refresher, this book turns Edge AI from buzzword into buildable reality.

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Recently, the development of a tiny chip called the ESP8266 has made it possible to interface any type of microcontroller to a Wi-Fi AP. The ESP8266 is a low-cost tiny Wi-Fi chip having fully built-in TCP/IP stack and a 32-bit microcontroller unit. This chip, produced by Shanghai based Chinese manufacturer Espressif System, is IEEE 802.11 b/g/n Wi-Fi compatible with on-chip program and data memory, and general purpose input-output ports. Several manufacturers have incorporated the ESP8266 chip in their hardware products (e.g. ESP-xx, NodeMCU etc) and offer these products as a means of connecting a microcontroller system such as the Android, PIC microcontroller or others to a Wi-Fi. The ESP8266 is a low-power chip and costs only a few Dollars. ESP8266 and MicroPython – Coding Cool Stuff is an introduction to the ESP8266 chip and describes the features of this chip and shows how various firmware and programming languages such as the MicroPython can be uploaded to the chip. The main aim of the book is to teach the readers how to use the MicroPython programming language on ESP8266 based hardware, especially on the NodeMCU. Several interesting and useful projects are given in the e-book (pdf) to show how to use the MicroPython in NodeMCU type ESP8266 hardware: Project “What shall I wear today?”: You will be developing a weather information system using a NodeMCU development board together with a Text-to-Speech processor module. Project “The Temperature and Humidity on the Cloud”: You will be developing a system that will get the ambient temperature and humidity using a sensor and then store this data on the cloud so that it can be accessed from anywhere. Project “Remote Web Based Control”: You will be developing a system that will remotely control two LEDs connected to a NodeMCU development board using an HTTP Web Server application.

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Microcontrôleur 7 au format PDF (DE)

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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. The ESP-BLASTA Mini ESP32 Rocket Drone That Flies 100 km/h+ Wireless Workshop (1)Radio Modules Unlocked: 433 MHz CC1101 Sub-GHz Transceiver AM TransmitterWith Square/Sine Wave Generator on Raspberry Pi Pico STM32Cube Innovation ChallengeCompete with Your Best STM32C5 Design CoffeeCallerHow a Long Hallway Led to a Custom Mesh-Networked PCB AudiotronicsTotal Harmonic Distortion Elektor at 65Projects from Septembers and Octobers Past Bluetooth Channel Sounding for Asset TrackingCentimeter-Level Precision Ranging for Next-Generation IoT 2026: An AI OdysseyQuantum Computing Is Not the Next GPU Protecting the Cloud Demands Security at the Edge First Experiences with the HackRF ProPractical Tests with the New SDR Hardware Modem Upgrade from GPRS/2G to LTE/4GUsing a Wireless Alarm Control Panel as an Example Loop Antenna with RF BricksPart 1: A DIY Shortwave Antenna with Adjustable Directivity Internet Radio to AM ConverterUsing an ESP32-S3 as Transmitter Err-lectronics mioty — An OverviewFraunhofer’s Approach to LPWAN Workbench WisdomPractical Tips from Experts Walter, the Compact IoT ModulePart 2: Accessing Weather and Data Services

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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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Die chinesische Firma Espressif Systems hat den neuen Mikrocontroller ESP32 entwickelt, das Nachfolgemodell des ESP8266-WiFi-Chips. Zusätzlich zu allen ESP8266-Funktionen stellt der ESP32 nun Bluetooth-Funk, einen größeren SRAM-Datenspeicher, mehr GPIOs, mehr Schnittstellen, einen Touch-Sensor, einen Temperatursensor, höhere CPU-Geschwindigkeit, einen CAN-Bus, ADCs mit höherer Auflösung, DACs und Sicherheitsfunktionen bereit. Der ESP32 ist Arduino-kompatibel. Dieses Buch ist eine Einführung in den ESP32-Prozessor und beschreibt die wichtigsten Hardware- und Software-Features dieses Chips. Das Hauptziel des Buches ist es, dem Leser zu vermitteln, wie man ESP32-Hard- und Software in praktischen Projekten einsetzt, vor allem durch Verwendung des hochmodernen ESP32-Entwicklungsboards. Im Buch sind viele einfache, grundlegende und weitere Projekte mittlerer Schwierigkeit auf Basis des Entwicklungsboards ESP32 DevKitC samt der beliebten Arduino-IDE und der Programmiersprache MicroPython enthalten. Die Projekte sind nach aufsteigender Komplexität organisiert.

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Programming with GNU Radio HackRF is an open-source hardware platform developed by Great Scott Gadgets and serves as a versatile front end for software-defined radio (SDR). With HackRF One and its successor, HackRF Pro, users can develop their own SDR applications, build powerful receivers and transmitters, and tackle demanding RF measurement tasks. This book provides a practical introduction to the world of SDR. Step by step, the author shows how powerful SDR projects can be implemented with HackRF – from the fundamentals of RF technology to advanced applications using GNU Radio. In addition to working with SDR Sharp (SDR#), RadioConda, and GNU Radio, the book also covers the fundamentals of modern digital signal processing. Numerous experiments and easy-to-follow practical examples guide readers through topics such as AM, FM, and SSB reception, digital filters, shortwave radio, amateur radio, signal generators, and custom RF projects up to 6 GHz. Whether you are a maker, radio amateur, electronics enthusiast, or SDR beginner, this book provides solid knowledge, practical applications, and the motivation to creatively explore the possibilities of modern SDR technology.

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50+ Android Apps with Raspberry Pi, ESP32 and Arduino This book is about developing apps for Android compatible mobile devices using the MIT App Inventor online development environment. MIT App Inventor projects can be in either standalone mode or use an external processor. In standalone mode, the developed application runs only on the mobile device (e.g. Android). In external processor-based applications, the mobile device communicates with an external microcontroller-based processor, such as Raspberry Pi, Arduino, ESP8266, ESP32, etc. In this book, many tested and fully working projects are given both in standalone mode and using an external processor. Full design steps, block programs, circuit diagrams, QR codes and full program listings are given for all projects. The projects developed in this book include: Using the text-to-speech component Intonating a received SMS message Sending SMS messages Making telephone calls using a contacts list Using the GPS and Pin-pointing our location on a map Speech recognition and speech translation to another language Controlling multiple relays by speech commands Projects for the Raspberry Pi, ESP32 and Arduino using Bluetooth and Wi-Fi MIT APP Inventor and Node-RED projects for the Raspberry Pi The book is unique in that it is currently the only book that teaches how to develop projects using Wi-Fi and Node-RED with MIT App Inventor. The book is aimed at students, hobbyists, and anyone interested in developing apps for mobile devices. All projects presented in this book have been developed using the MIT App Inventor visual programming language. There is no need to write any text-based programs. All projects are compatible with Android-based mobile devices. Full program listings for all projects as well as detailed program descriptions are given in the book. Users should be able to use the projects as they are presented, modifying them to suit their own needs.

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Practical Guide to Modular RF Design Build Your Own Software-Defined Radio combines RF circuitry with hardware programming and PC-based signal processing. The e-book presents a modular approach to building a complete SDR system using RF Bricks – from the mechanical framework and RF modules to measurement tools, PC software, and FPGA implementations. Practical explanations guide readers through real signal paths, construction steps, and measurement routines, linking hardware and software into a flexible SDR platform. Key topics include: Mechanical setup: RF Brick template, chassis, and 19-inch module carrier Bridges: USB isolator, I²C level shifter, I²C power switch, and practical examples Signal-chain design with RF Bricks: antennas, band filters, NanoVNA work, preamplifiers, PLLs, demodulators, direct-conversion chains, multiband options, and narrowband bricks RF measurement Bricks: single- and dual-tone sources, NPR methods, noise generators, notch filters, broadband amplifiers, and impedance bridges Useful accessories: ATU-100 tuner, X-Phase QRM eliminator, and firmware notes PC host software: SoapyAudio adjustments, GQRX, SDR++, and added functionality GnuRadio elements: control blocks, SSB demodulation, GUI components, messaging, and filter handling FPGA-based SDR: VHDL, toolchains, ADC/DAC blocks, oversampling, and a complete SSB/CW signal chain With its modular structure and detailed working examples, this e-book offers a practical path to building and extending modern SDR systems. Downloads Software

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Die WiFi-Module der chinesischen Firma Espressif haben schon längst die Maker-Community erobert, bieten sie doch zu einem konkurrenzlosen Preis MCU- und WiFi-Funktionalität. Mit einfachen Mitteln lässt sich ein Arduino mit einem ESP-Modul um WiFi erweitern. Die globale Bastler-Gemeinde ersetzte schon bald die integrierte Firmware mit eigener Firmware, sodass Entwickler ESP-Boards wie Arduino-Boards programmieren können. Der neue ESP32 geht einen Schritt weiter und ist in jeder Beziehung leistungsfähiger als der ESP8266. Zudem besitzt er nun Bluetooth-Funktionalität. Der ESP32 verfügt über einen 240-MHz-Zweikern-Mikroprozessor mit einer Performanz von 600 DMIPS. Neben 520 KByte SRAM befinden sich 16 MByte Flashspeicher an Board. Zur Kommunikation mit der Außenwelt enthält das System-on-a-Chip die 802.11-b/g/n-WiFi-Komponente HT40 und Bluetooth-Funktionalität. Als Sensoren bietet der ESP32 einen Hall-Sensor, eine zehnfache, kapazitive Touch-Schnittstelle, einen analogen Verstärker für niedrige Signale und einen 32-kHz-Kristallquartz. Der Bestseller-Autor Erik Bartmann hat sich ausführlich mit dem ESP32 beschäftigt. Heraus gekommen ist dabei Das ESP32-Praxisbuch, in dem er die Leser Schritt für Schritt in die Arbeit mit diesem preiswerten WiFi-Mikrocontroller einführt.

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Le uArm Swift Pro est un bras robotique de haute qualité qui peut être utilisé dans un large éventail d'applications. Le uArm Swift Pro a été développé et optimisé pour une utilisation dans l'enseignement, ce qui signifie que de nombreux packages sont déjà disponibles pour les plateformes open source telles que ROS. Le uArm Swift Pro a une répétabilité de position de 0,2 mm et est également équipé d'un moteur pas à pas et d'un encodeur 12 bits. Ce ne sont là que quelques-unes des raisons qui font du uArm Swift Pro un excellent choix pour une utilisation pédagogique. Le kit d'impression 3D, qui permet de convertir le uArm Swift Pro en imprimante 3D en moins d'une minute, est une autre caractéristique intéressante. L'uArm peut être utilisé avec les plateformes/systèmes de développement suivants : SDK UFACTORY Arduino Python ROS GRABCAD OpenMV Application pour smartphone L'application pour smartphone iOS est déjà disponible dans l’App Store et permet de contrôler et de surveiller facilement le bras robotique. L'application pour Android est en cours de développement et sera bientôt disponible. Un exemple de vision industrielle Le GIF suivant montre l'uArm en combinaison avec l'OpenMV Machine Vision Cam M7 et les applications de reconnaissance faciale qui peuvent être mises en œuvre en MicroPython. Spécifications Degrés de liberté : 4 Répétabilité : Jusqu'à 0,2 mm Charge utile : 500 g Plage de travail : 50-320 mm Vitesse de positionnement : 100 m/s Retour de position : codeur 12 bits Dimensions : 150 x 140 x 281 mm 150 x 140 x 281 mm Poids : 2,2 kg Inclus UFactory uArm Swift Pro Body Bluetooth & Pince à vide Téléchargements Fiche technique  

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Der Arduino Uno ist ein Open-Source-Mikrocontroller-Entwicklungssystem, das Hardware, eine integrierte Entwicklungsumgebung (IDE) und eine Vielzahl von Bibliotheken umfasst. Es wird von einer riesigen Gemeinschaft von Programmierern, Elektronikern, Enthusiasten und Akademikern unterstützt. Insbesondere die Bibliotheken erleichtern die Programmierarbeit und reduzieren die Entwicklungszeiten, da sie das Erstellen von Programmen erheblich erleichtern. Der Raspberry Pi 4 kann in vielen Projekten wie Audio- und Videoanwendungen, aber auch in Industriesteuerungen, Robotik, Spielen usw. eingesetzt werden. Dazu bietet er auch WiFi- und Bluetooth-Fähigkeiten, wodurch er sich zudem hervorragend für internetbasierte Steuerungs- und Überwachungsanwendungen eignet. In diesem Buch werden sowohl der Raspberry Pi 4 als auch der Arduino Uno in PID-basierten automatischen Steuerungsanwendungen eingesetzt. Nach einer grundlegenden Theorie der Regelsysteme werden funktionierende und getestete Projekte zur Steuerung realer Systeme mit PID-Reglern vorgestellt. Die Open-Loop-Eigenschaften, die Abstimmung der PID-Parameter und das Closed-Loop-Zeitverhalten der Systeme werden zusammen mit Blockdiagrammen, Schaltplänen und PID-Regelalgorithmen ausführlich diskutiert. Vollständige Programme für den Raspberry Pi und den Arduino Uno runden die im Buch vorgestellten Projekte ab. Die Regelsysteme können problemlos auch auf andere Projekte angewendet werden und die für den Raspberry Pi 4 angegebenen Programme sollten auch mit anderen Modellen der Raspberry Pi-Familie reibungslos funktionieren. Das Buch behandelt folgende Themen: Steuer- und Regelsysteme Analoge und digitale Sensoren Übertragungsfunktionen und zeitkontinuierliche Systeme Systemantwortfunktionen erster und zweiter Ordnung Zeitdiskrete digitale Systeme Zeitkontinuierliche PID-Regler Zeitdiskrete PID-Regler Zweipunkt-Temperaturregelung mit Raspberry Pi und Arduino Uno PID-basierte Temperaturregelung mit Raspberry Pi und Arduino Uno Motorsteuerung mit Raspberry Pi und Arduino Uno Wasserstandsregelung mit Raspberry Pi und Arduino Uno PID-basierte LED-Helligkeitsregelung mit Raspberry Pi und Arduino Uno

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