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Diese Ausgabe steht allen GOLD- und GREEN-Mitgliedern auf der ElektorMagazine-Website zum Download bereit! Sie sind noch kein Mitglied? Hier klicken! Was genau ist eigentlich Edge-KI?Intelligenz direkt im Gerät Wir stellen vor: Edge Impulse StudioKI-Modelle für Edge-Geräte einfach erstellen und bereitstellen Keyword Spotting mit Edge ImpulseErfassen, Trainieren und Implementieren Intelligente Gerätesteuerung per Sprachbefehl mit Nordic Thingy:53 Edge-KISchlüsselbegriffe zum Verständnis von Edge-KI und Machine Learning Crashkurs: Einstieg in Edge ImpulseWie Sie mit dem Arduino Nano 33 BLE Sense ein ML-Modell erfassen, trainieren und bereitstellen Ein neues Kapitel für ArduinoVom Hobby-Board zur Edge-Computing-Plattform Erste Schritte mit Objekterkennung auf Edge-Geräten Fehlererkennung auf LeiterplattenComputer Vision mit dem Raspberry Pi KI-Skalierung für kleinste Geräte Optimierung der Energieeffizienz bei batteriebetriebenen Edge-KI-Geräten KI-ToasterWenn Edge-KI das Frühstück rettet Thundercomm Rubik Pi 3Raspberry Pi trifft Edge-KI Unternehmensführung, Embedded ML und die Edge-Revolution Vision-Language-Modelle für Edge-GeräteKaskadierte Modelle für höhere Zuverlässigkeit Lernen Sie Edge Impulse kennenFragen aus der Elektor-Community Projekt-Update #5: Energiemessgerät mit ESP32Haushaltsgeräte mit Edge-KI erkennen Bewegungserkennung mit Anomalie-ErkennungEin End-to-End-Tutorial Intelligentes Belüftungssystem: Verbindung von Schall- und UmweltdatenEin Dual-MCU-Ansatz mit Machine Learning für die automatische Steuerung von Fenstern und Jalousien Sprachsteuerung für Ohrhörer und Headsets Edge-KI: Intelligente Geräte auf dem Vormarsch

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Using the RFID Starter Kit An Arduino board has now become ‘the’ basic component in the maker community. No longer is an introduction to the world of microcontrollers the preserve of the expert. When it comes to expanding the capabilities of the basic Arduino board however, the developer is still largely on his own. If you really want to build some innovative projects it’s often necessary to get down to component level. This can present many beginners with major problems. That is exactly where this book begins. This book explains how a wide variety of practical projects can be built using items supplied in a single kit together with the Arduino board. This kit, called the 'RFID Starter Kit for Arduino' (SKU 17240) is not just limited to RFID applications but contains more than 30 components, devices and modules covering all areas of modern electronics. In addition to more simple components such as LEDs and resistors there are also complex and sophisticated modules that employ the latest technology such as: A humidity sensor A multicolor LED A large LED matrix with 64 points of light A 4-character 7-segment LED display An infra red remote-controller unit A complete LC-display module A servo A stepper motor and controller module A complete RFID reader module and security tag On top of that you will get to build precise digital thermometers, hygrometers, exposure meters and various alarm systems. There are also practical devices and applications such as a fully automatic rain sensor, a sound-controlled remote control system, a multifunctional weather station and so much more. All of the projects described can be built using the components supplied in the Elektor kit.

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BEELDVERWERKING MET DE NVIDIA JETSON NANO (DEEL 2)Beeldherkenning met Edge Impulse NIEUWS VAN ELEKTOR JUMPSTARTERNieuwe campagnes EEN OPEN SOURCE-PLATFORM VOOR GPS-TRACKINGMet Traccar voertuigen volgen zonder gebruik te maken van een cloudserver JOY-IT LCR-T7 MULTIFUNCTIONELE TESTERVoor passieve componenten, discrete halfgeleiders en IR RUISSYNTHESIZERVan ruis naar muziek met de PRBSynth1 ALLE BEGIN......speelt verder met de spoel KENNISMAKING MET NEURONEN IN NEURALE NETWERKEN (DEEL 2)Logische Neuronen BEVEILIGINGSPROBLEMEN? BESTRIJD VUUR MET VUUR!Met flitslampje beveiligde analoge geheugenuitbreiding voor de verzendbox met manipulatie-indicatie LCR METER POSTER BLUETOOTH-BAKENS IN DE PRAKTIJKindoor-plaatsbepaling PROGRAMMEREN IN C OP DE RASPBERRY PICommunicatie via WiFi (een hoofdstuk als voorbeeld) EMC PRE-COMPLIANCE TEST VOOR UW DC-GEVOED PROJECT (DEEL 2)De hardware en het gebruik ervan KENNISMAKING MET DE PARALLAX PROPELLER 2 (DEEL 5)Smart Pin-Functie MODBUS VIA WLAN (DEEL 1)Hardware en programmering OOST WEST LAB BEST... waar de Junior Computer weer tot leven is gewekt BOUW ZELF EEN NAUWKEURIGE KALIBRATOR-10 V tot +10 V, 0 tot 40 mA, 0,001% REVIEW: ARDUINO NANO RP2040 CONNECTRaspberry Pi RP2040 + WiFi + Bluetooth DE FYSIEKE KANT VAN KUNSTMATIGE INTELLIGENTIE PROJECT 2.0Correcties, Updates en Brieven van lezers MAAK GUI'S MET PYTHONIntroductie in guizero CO2-METER-BOUWKIT VOOR IN DE KLASEen ESP8266-project van de University of Applied Sciences Aachen NOSTALGISCHE MK484 MW/LW-RADIO...Altijd leuk om te bouwen! ELEKTOR @ 60Laat er licht zijn! HEXADOKUThe Original Elektorized Sudoku

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This bundle contains the AI Fusion Lab Kit – which includes over 450 components – and the book Physical AI with Raspberry Pi, offering a comprehensive, hands-on introduction to AI, electronics, and Python programming. Build practical projects that combine computer vision, voice interaction, sensors, motors, and large language models. The included book guides you step by step from Raspberry Pi setup and hardware control to advanced applications using OpenCV, MediaPipe, YOLO, OpenAI services, and local Ollama models. SunFounder AI Fusion Lab Kit for Raspberry Pi (450+ parts) The AI Fusion Lab Kit transforms a Raspberry Pi into a complete platform for learning artificial intelligence, electronics, and Python programming. It supports Raspberry Pi 5, 4B, 3B+, 3B, and Zero 2 W, as well as popular AI models and services including ChatGPT, Gemini, Grok, DeepSeek, Qwen, Doubao, and Ollama. With its camera, Pan-Tilt HAT, 10-axis sensor module, microphone, speaker, and electronic components, the kit enables users to build interactive AI projects that combine voice, vision, movement, and sensor data. It is suitable for beginners, students, makers, and anyone who wants to explore practical AI applications. Build Multimodal AI Projects Combine large language models with speech recognition, text-to-speech, camera vision, sensors, and breadboard circuits. Create projects that can listen, speak, see, react, and interact with their environment while learning how modern AI systems work. Explore AI Vision and Object Tracking Use YOLO, OpenCV, and MediaPipe to detect and track objects, colors, faces, and human movement. The motorized Pan-Tilt HAT allows the camera to follow targets automatically, demonstrating how computer vision and motion control work together. Voice AI with the Fusion HAT+ The Fusion HAT+ simplifies hardware control through a unified Python library and supports safe Raspberry Pi shutdown. Its integrated microphone and speaker make it easy to develop voice-controlled assistants and other conversational AI applications. Compatible with Raspberry Pi 5, 4B, 3B+, 3B, and Zero 2 W Supports multiple cloud-based and local AI models Includes camera, Pan-Tilt HAT, 10DOF module, microphone, and speaker Projects covering voice AI, computer vision, sensors, and electronics Video lessons, documentation, and sample code Book: Physical AI with Raspberry Pi Using the Raspberry Pi and the AI Fusion Lab Kit, this book takes you step by step from the fundamentals of hardware interfacing to the development of intelligent systems capable of seeing, listening, speaking, and making decisions. Whether you are a student, educator, maker, or professional engineer, you will gain valuable experience through projects designed to build both knowledge and confidence. Beginning with system setup, GPIO programming, sensors, displays, motors, and automation techniques, the book gradually introduces more advanced topics, including speech recognition, text-to-speech synthesis, conversational AI, object recognition, and machine learning. Along the way, you will learn how to create voice-controlled devices, intelligent assistants, camera tracking systems, environmental monitoring solutions, and AI-powered embedded applications. Explore modern technologies such as OpenAI services, Ollama local large language models, OpenCV, MediaPipe, and YOLO object detection while gaining practical experience with real-world applications used in robotics, industrial automation, smart devices, and autonomous systems. You’ll discover how intelligent software can interact with sensors, cameras, motors, and displays to create systems that respond naturally to the world around them. Rather than simply following code examples, you will be encouraged to experiment, customize, and expand every project. The techniques and skills developed throughout this book provide a solid foundation for future innovation, rapid prototyping, research, and product development. If you are ready to move beyond traditional electronics and explore the future of intelligent embedded systems, this book will guide you every step of the way. This bundle contains: SunFounder AI Fusion Lab Kit for Raspberry Pi (normal price: €100) Book: Physical AI with Raspberry Pi (normal price: €45) Not included Raspberry Pi

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DIE NEURONEN IN NEURONALEN NETZWERKEN VERSTEHENTeil 1. Künstliche Neuronen EMV-VOR-KONFORMITÄTSTESTER FÜR IHR PROJEKT MIT DC-VERSORGUNGTeil 1: Was ist eine Netznachbildung? ELEKTRONISCHE LAST FÜR DC UND ACBis zu 400 V und 10 A ALLER ANFANG …ist gar nicht schwer! NVIDIA JETSON NANO - BILDVERARBEITUNG FÜR EINSTEIGERTeil 1: Hard- und Software im Überblick NETZTRANSFORMATOREN AUS DER NÄHE BETRACHTETWie verhalten sie sich beim Ein- und Ausschalten? PICAN 3 - YES WE CAN!CAN-Zusatzboard für Raspberry Pi 4 BALKONKRAFTWERKSelbst installiert = schnell amortisiert! FOTOGRAFIEREN UND VIDEO-STREAMING MIT DEM RASPBERRY PI 4Die High-Quality-Kamera des Raspberry Pi in der Praxis VERWENDUNG VON DISPLAYS IN RASPBERRY-PI-PROJEKTENBeispiel-Kapitel: Organische Leuchtdioden-Displays (OLED) PARALLAX PROPELLER 2Teil 4: Senden von Strings 60 JAHRE ELEKTOR: SEPTEMBER-RENAISSANCEDer Plan, der Plan, ein leerer Wahn ... ZUTRITT FÜR UNBEFUGE VERBOTEN ERWÜNSCHTIn Friesland, wo die Röhren blühen ... HYBRIDE SCHALTUNGENBemerkenswerte Bauteile KOMPASSROSE MIT DEM GY-271Oder, warum man mit dem Handy Achten gehen muss… KENNEN SIE IHREN FUSSABDRUCKBerechnen Sie die CO2-Bilanz Ihrer Elektronik ESP32-VERBUNDENES THERMOSTATLagern Sie Ihren Wein bei der richtigen Temperatur! MAGNETISCHE LEVITATION DIE DIGITALE ARTEin ESP32 Pico ersetzt den analogen Komparator ULTIMATE ARDUINO UNO HARDWARE MANUALEin beispielhaftes Kapitel: Bootloader für den Haupt-Mikrocontroller MICROPYTHON FÜR DEN ESP32 UND CO.Teil 2. Matrix-Displays einfach ansteuern MADMACHINE SWIFTIO-KARTEModerne Sprache trifft moderne Hardware AUS DEM LEBEN GEGRIFFENEine elektronische On/Off-Beziehung HEXADOKUSudoku für Elektroniker

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Mikrocontroller 2 (PDF)

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Programmierung in Assembler und C am Beispiel der ATtiny-Familie Dieses Buch bietet einen eingehenden Blick auf die 8-Bit-AVR-Architektur in ATtiny- und ATmega-Mikrocontrollern, hauptsächlich aus der Sicht der Software und der Programmierung. Erforschen Sie die AVR-Architektur unter Verwendung von C und Assembler in Microchip Studio (früher Atmel Studio) mit ATtiny-Mikrocontrollern. Lernen Sie die Details der internen Funktionsweise von AVR-Mikrocontrollern kennen, einschließlich der internen Register und des Speicherplans von ATtiny-Bausteinen. Programmieren Sie ATtiny-Mikrocontroller mit einem Atmel-ICE-Programmiergerät/Debugger oder verwenden Sie ein preiswertes Hobby-Programmiergerät oder sogar einen Arduino Uno als Programmiergerät. Die meisten Code-Beispiele können mit dem Microchip Studio AVR-Simulator ausgeführt werden. Lernen Sie, Programme für ATtiny-Mikrocontroller in Assembler zu schreiben. Erfahren Sie, wie Assemblersprache in Maschinencodebefehle umgewandelt wird. Finden Sie heraus, wie Programme, die in der Programmiersprache C geschrieben wurden, in Assemblersprache und schließlich in Maschinencode umgewandelt werden. Verwenden Sie den Microchip Studio Debugger in Kombination mit einem Hardware-USB-Programmierer/Debugger, um Assembler- und C-Programme zu testen oder verwenden Sie den Microchip Studio AVR-Simulator. ATtiny-Mikrocontroller im DIP-Gehäuse werden verwendet, um eine einfache Nutzung auf Breadboards zu ermöglichen. Erfahren Sie mehr über Timing und Taktimpuls in AVR-Mikrocontrollern mit ATtiny-Bausteinen. Werden Sie zu einem AVR-Experten mit fortgeschrittenen Debugging- und Programmierfähigkeiten.

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Build your own AI microcontroller applications from scratch The MAX78000FTHR from Maxim Integrated is a small development board based on the MAX78000 MCU. The main usage of this board is in artificial intelligence applications (AI) which generally require large amounts of processing power and memory. It marries an Arm Cortex-M4 processor with a floating-point unit (FPU), convolutional neural network (CNN) accelerator, and RISC-V core into a single device. It is designed for ultra-low power consumption, making it ideal for many portable AI-based applications. This book is project-based and aims to teach the basic features of the MAX78000FTHR. It demonstrates how it can be used in various classical and AI-based projects. Each project is described in detail and complete program listings are provided. Readers should be able to use the projects as they are, or modify them to suit their applications. This book covers the following features of the MAX78000FTHR microcontroller development board: Onboard LEDs and buttons External LEDs and buttons Using analog-to-digital converters I²C projects SPI projects UART projects External interrupts and timer interrupts Using the onboard microphone Using the onboard camera Convolutional Neural Network

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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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An 8-in-1 test & measurement instrument for the electronics workbench A well-equipped electronics lab is crammed with power supplies, measuring devices, test equipment and signal generators. Wouldn‘t it be better to have one compact device for almost all tasks? Based on the Arduino, a PC interface is to be developed that’s as versatile as possible for measurement and control. It simply hangs on a USB cable and – depending on the software – forms the measuring head of a digital voltmeter or PC oscilloscope, a signal generator, an adjustable voltage source, a frequency counter, an ohmmeter, a capacitance meter, a characteristic curve recorder, and much more. The circuits and methods collected here are not only relevant for exactly these tasks in the "MSR" electronics lab, but many details can also be used within completely different contexts.

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UNDERSTANDING THE NEURONS IN NEURAL NETWORKS (PART 1)Artificial Neurons EMC PRE-COMPLIANCE TEST FOR YOUR DC-POWERED PROJECT (PART 1)Dual DC LISN ELECTRONIC LOAD FOR DC AND ACUp to 400 V and 10 A (Peak) STARTING OUT IN ELECTRONICSEasier Than Imagined! ...Taking on the Choke! IMAGE PROCESSING WITH THE NVIDIA JETSON NANO (PART 1)The Hardware and Software AN IN-DEPTH LOOK AT MAINS TRANSFORMERSHow Do They Behave When They Are Switched On and Off? YES WE CAN WITH PICAN 3A CAN Bus HAT for the Raspberry Pi 4 BALCONY POWER PLANTDIY Solar Balcony = Speedy Payback! IMAGING AND VIDEO-STREAMING WITH A RASPBERRY PI 4The Raspberry Pi High-Quality Camera in Practice USING DISPLAYS IN RASPBERRY PI PROJECTSSample Chapter: Organic Light Emitting Diode Displays (OLED) HANDS ON THE PARALLAX PROPELLER 2 (PART 4)Sending Strings ELEKTOR @ 60A Look Back at Previous Septembers HOMELAB TOURSIn the Friesian Countryside, Where the Tubes Bloom ... HYBRIDSPeculiar Parts, the series A COMPASS ROSE USING THE GY-271Or Why We Move in Figures of Eight to Calibrate a Sensor FINDING YOUR FOOTPRINTCalculate the Carbon Footprint of Your Electronics ESP32-CONNECTED THERMOSTATKeep Your Wine at the Right Temperature! MAGNETIC LEVITATION THE DIGITAL WAYESP32 Pico Replaces the Analog Comparator ULTIMATE ARDUINO UNO HARDWARE MANUALSample Chapter: Main Microcontroller Bootloader MICROPYTHON FOR THE ESP32 AND FRIENDS (PART 2)Control Matrix Displays Easily MADMACHINE SWIFTIO BOARDModern Language Meets Modern Hardware FROM LIFE’S EXPERIENCEOn-Again, Off-Again Relationship HEXADOKUThe Original Elektorized Sudoku

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Analogue Electronics and Microcontrollers Projects Hobbyist electronics can be a fun way to learn new skills that can be helpful to your career. Those who understand the basics of electronics can design their own circuits and projects. However, before you run, you need to learn to walk. It all starts with analogue electronics. You should be familiar with the simple components and circuits and understand their basic behaviors and the issues you may encounter. The best way to do this is through real experiments. Theory alone is not enough. This book offers a large number of practical entry-level circuits, with which everyone can gain the basic experience. Through the widespread introduction of microcontrollers, a new chapter in electronics has begun. Microcontrollers are now performing more and more tasks that were originally solved using discrete components and conventional ICs. Starting out has become easier and easier thanks to platforms including Bascom, Arduino, micro:bit. The book introduces numerous manageable microcontroller applications. It’s now a case of less soldering and more programming.

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