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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. What to expect This Elektor edition guest-edited by Edge Impulse explores the edge AI workflow, from data collection and model training to deployment and optimization: End-to-End Edge AIA hands-on object detection series that walks through the complete machine learning pipeline on embedded hardware. High-Resolution, High-Speed Object Counting (Nvidia Jetson Nano, TensorRT)Pushing inference speed and precision for visual counting applications. PCB Defect Detection with Computer Vision (Raspberry Pi)Smarter manufacturing through embedded vision. Smart Building Ventilation with Sensor FusionAI-powered environmental optimization for energy efficiency. Analog Meter Reading (Arduino Nicla Vision)A TinyML approach to automating analog infrastructure. Smart Appliance Control Using Voice Commands (Nordic Thingy:53)Speech recognition at the edge. Liquid Classification with TinyML (Seeed Wio Terminal + TDS Sensor)Combining IoT sensing and embedded ML for fluid analysis. Surgery Inventory Object DetectionApplying real-time vision to healthcare logistics. Plus, the magazine includes exclusive interviews with: Edge Impulse co-founders Zach Shelby and Jan Jongboom; Qualcomm Technologies VP of product management Manny Singh; and EDGE AI FOUNDATION CEO Pete Bernard. Also included are a Tech the Future essay titled "AI at the Edge: Powering the Next Generation of Devices," an Industry Case Study on GlobalSense, and more. Contents What the Heck Is Edge AI Anyway?Bringing Intelligence to the Device Meet Edge Impulse StudioEasily Build and Deploy Edge AI Models Keyword Spotting with Edge ImpulseCollect, Train, and Deploy Smart Appliance Control Using Voice Commands with the Nordic Thingy:53 Key Terms for Understanding Edge AI and Machine Learning Crash Course: Getting Started with Edge ImpulseLearn to Collect, Train, and Deploy an ML Model with the Arduino Nano 33 BLE Sense A New Chapter for ArduinoFrom Hobby Board to Edge Computing Powerhouse Getting Started with Object Detection on Edge Devices PCB Defect DetectionComputer Vision with Raspberry Pi Scaling AI to the Smallest Devices Optimizing Power Efficiency in Battery-Driven Edge AI Devices AI ToasterWhen Edge AI Meets Breakfast Thundercomm Rubik Pi 3Raspberry Pi Familiarity Meets Edge AI Leadership, Embedded ML, and the Edge Revolution Vision Language Models for the EdgeCascading Models for Better Reliability Get to Know Edge ImpulseQuestions from the Elektor Community Project Update #5: ESP32-Based Energy MeterUsing Edge AI to Recognize Household Loads Motion Recognition with Anomaly DetectionAn End-to-End Tutorial Smart Ventilation System: Fusing Sound and Environmental DataA Dual-MCU Machine Learning Approach for Automated Window and Louver Control Bringing Voice Control to Earbuds and Headsets AI at the Edge: Powering the Next Generation of Devices

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Cet analyseur logique USB est un analyseur logique à 8 voies avec chaque entrée à double usage pour l'enregistrement de données analogiques. Idéal pour le débogage et l'analyse de signaux tels que I²C, UART, SPI, CAN et 1-Wire. Il fonctionne en échantillonnant une entrée numérique connectée à un dispositif en test (DUT) à une fréquence d'échantillonnage élevée. La connexion au PC se fait via USB. Spécifications Voies 8 voies numériques Fréquence d'échantillonnage maximale 24 MHz Tension d'entrée maximale 0 V ~ 5 V Température de fonctionnement 0°C ~ 70°C Impédance d'entrée 1 MΩ || 10 pF Protocoles pris en charge I²C, SPI, UART, CAN, 1-Wire, etc. Connexion au PC USB Dimensions 55 x 28 x 14 mm Inclus Analyseur logique USB (8 voies, 24 MHz) Câble USB Nappe de fils de liaison Téléchargements Logiciel

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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! Relio v1.0 – Anwesenheitserkennung und FernsteuerungEin Matter-fähiger Smart-Controller für Hausgeräte Bessere Leiterplatten entwerfenEin praxisnaher Leitfaden für Profis und Maker KiCad 9Die wichtigsten neuen und aktualisierten Funktionen Präzisions-Picoamperemeter (Teil 1)Mit Kennlinienschreiber-Funktion bis in den pA-Bereich Analoger Pipeline-VerzerrerEin cooler Audioeffekt für Gitarren und andere Instrumente Halogene in LötmittelnFakten statt Mythen 100-mV-Durchgangsprüfer Wer treibt die europäische Elektronik voran?Unternehmen im Fokus productronica 2025Neuheiten in Elektronikentwicklung und -fertigung Automatisierung bewältigt Herausforderungenwie Reshoring, Zölle und Arbeitskräftemangel Mehr als ZukunftssicherheitKreislaufwirtschaft in der Elektronik Passive BauelementeVerlustarme Induktivitäten für hocheffiziente DC/DC-Wandler PCB-Produktion im WandelDesktop-Maschinen eröffnen neue Wege für die Leiterplattenfertigung Aller Anfang ...... braucht Spannung UHD-Displays mühelos ansteuernIhr Leitfaden, um unterschiedliche TFT-LCDs schnell in Betrieb zu nehmen Löten im Jahr 2025Praktische Tipps direkt von der Werkbank Weihnachtsstern 2025Ein Stern wird gelötet SimulIDEEin All-in-One-Werkzeug für die Schaltungsentwicklung 2025: Eine KI-OdysseeVom Autovervollständiger zum Kollegen Wortreicher WeihnachtsbaumEin festliches Elektronikprojekt mit verbalem Highlight Projekt 2.0Korrekturen, Updates und Leserbriefe ESP32-Audio-Transceiver-Board (Teil 3)Stereosender und Dual Radio

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KI in der Praxis Tauchen Sie ein in die faszinierende Welt der Robotik und Automatisierung! Dieses Elektor Special zeigt, wie Sie mit Kreativität, etwas Know-how und günstiger Technik eigene Roboter bauen können. Vom ersten DIY-Projekt mit Arduino oder Raspberry Pi bis hin zu intelligenten Systemen mit KI – dieses Heft macht moderne Robotik verständlich und greifbar. Entdecken Sie praxisnahe Anleitungen, inspirierende Projekte und spannende Einblicke in die Maker-Szene. Lernen Sie, wie aus Experimentierfreude, Gemeinschaft und Offenheit echte Innovation entsteht – und warum Robotik weit mehr ist als nur ein technisches Hobby. Inhalt Phantasie wird Realität Arduino-controlled Drawing Robot GalaxyRVR Mars Rover Kit for Arduino YDLIDAR X4Pro Lidar xHuskyLens AI Camera DOF Robot Arm mit Raspberry Pi Pico Fertigungsroboter mit Fischertechnik Pneumatischer Industrieroboter Warum bauen wir immer wieder Roboterhunde? Elektor Mini-Wheelie Roboterfahrzeuge und autonomes Fahren

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In 35 Projects with the Raspberry Pi and Arduino The Internet of Things (IoT) is a trend with a strong technological impulse. At home, we want to do everything on our tablets, from browsing Facebook to watching TV, from operating lights to keeping an eye on the temperature. In 35 fun projects, this book will show you how to build your own Internet of Things system. We'll cover the hardware (primarily the Raspberry Pi and Arduino) and the software that makes control via Internet possible. We employ Wi-Fi and radio links so no requirement any longer to install cabling crisscross through your home. Assuming the projects in the book are finished, you have a complete Internet of Things system that allows you to control and view of everything in your home. For example, if there's something in the mail box or the car is securely in the garage. Also, you can switch on the lights and the alarm from your couch. The crisp explanations allow the projects to be customized with ease, for example, to turn on your coffee machine or TV remotely. The index gives easy access to creative projects that can serve as an example, enabling you to do all the connecting to the IoT independently. All project software can be downloaded free of charge from the Elektor website. In this unique book, Raspberry Pi, Arduino and HTML webpages with stylesheets and JavaScript come together in clearly-described, easy-to-build projects. This special book is an essential part of your collection!

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Learn to Build Intelligent Embedded Systems Build smarter embedded systems with Arduino UNO Q. This book gives you the tools, knowledge, and confidence to turn ideas into intelligent, working solutions using the Arduino UNO Q platform. Discover how to build intelligent embedded systems with the Arduino UNO Q and AI. Unlock the full potential of the Arduino UNO Q, a next-generation platform that combines the real-time power of the STM32U585 microcontroller with the flexibility of a Qualcomm Dragonwing QRB2210 microprocessor. Learn how to rapidly prototype real-world applications using the Arduino IDE for low-level embedded control and Python in Arduino App Lab for high-level development. Build confidence through hands-on projects that guide you step by step from basic board features to complete working systems. Explore ready-to-use, AI based Arduino App Lab examples and see how they can jump-start your development and reduce time to deployment. Step into the world of Edge AI with a clear, practical introduction to Edge Impulse Studio—no prior AI experience required. Follow a complete, real-world workflow to create a Keyword Spotting AI application, covering data collection, model training, optimization, and on-device inference using the Edge Impulse Studio. Bridge the gap between embedded systems and machine learning and learn how to bring intelligence directly onto your hardware. Perfect for embedded engineers, educators, students, and makers looking to stay ahead in AI-enabled product development.

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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. PbMonitor v2.0 UpdateBattery Monitoring with Improved Analog Design Audio Latency MeasurementA Standalone Tool for Evaluating Errors and Latency in Audio Transmission Square Wave vs. Bode PlotChecking the Performances of an Audio Device embedded world 2026 Clever Coding with AIAI in Software Development for Electronics Engineers QA403 Audio AnalyzerAffordable Precision for Audio Professionals and Hobbyists EasyGimbalAutonomous Camera Tracking with AI, Stepper and Servo Motors Sigfox Breakout Board (2)Sending Messages Circuit ProtectionControlling Overvoltages with TVS Diodes Emerging Battery Testing ApproachesA New Era of Diagnostics AudiotronicsA First Preamplifier CANopenTermAn Open-Source Tool That Brings CAN to Makers and Engineers Alike Stabilization of Operational AmplifiersAvoiding Feedback Instability Err-lectronicsCorrections, Updates, and Readers’ Letters Signal ConditioningTips and Tricks to Fit Voltage Ranges TDR Attachment for OscilloscopesLength, Short Circuit, Mismatch: Measure Cables Using Reflections! From Life's ExperienceLED It Be Speaker Oscillator and Resonance TesterA Fully Experimental Project for Your Speakers Elektor Community Perspectives on Test and Measurement ESP32 Audio Transceiver Board (Part 5)Audio Processing and Remote Control 2026: An AI OdysseyAI Has a Context Problem Battery Storage for Balcony Power PlantsSmall Batteries, Big Impact

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Verwirklichen Sie Ihre Projekt-Träume: Der Kilometerzähler fürs Hamsterrad, eine vollautomatische Steuerung Ihrer Ameisenfarm mit Webinterface, oder den Sandwich-O-Mat – eine Maschine, die Sandwich-Toasts nach Wahl belegt und überbackt. Mit dem Arduino und der DIY- oder Maker-Bewegung wurde nicht nur der Einstieg in die Mikrocontroller-Programmierung kinderleicht, auch eine zweite Entwicklung fand statt: Findige Entwickler brachten kleine Boards – sogenannte Shields oder Module – auf den Markt, die den Einsatz von zusätzlicher Hardware stark vereinfachten. Die kleinen Baugruppen enthalten alle wichtigen elektronischen Teile, um mit ein paar Steckkabeln an den Mikrocontroller angeschlossen zu werden, so dass ein frickeliger und aufwändiger Aufbau auf dem Steckboard entfällt. Zudem ist es so möglich, auch winzig kleine Bauteile zu handhaben, die keine Anschlussbeinchen mehr haben (sogenannte SMDs). Enthaltene Projekte Arduino sucht Anschluss BMP, Einführung in Bibliotheken und I²C Mit dem Mehrzweck-Shield I/O-Grundlagen kennenlernen I²C-LCD-Adapter und Punktmatrixanzeigen LCD Keypad Shield Level-Konverter W5100: Internetanbindung I/O-Erweiterungs-Shields Relais und Solid-State-Relais Das Multi-Funktions-Shield: eine universelle Bedieneinheit SD-Kartenleser über SPI anbinden Tasten und 7-Segmentanzeigen 16-Bit ADC DAC MCP4725 16-fach PWM Servo-Treiber MP3-Player GPS-Datenlogger mit SD-Karte Touch-Sensor Joystick SHT31: Temperatur und Luftfeuchtigkeit UV A-Sensor VEML6070 VL53L0X Time-of-Flight Ultraschallsensor-Entfernungsmesser LED-Punktmatrixanzeige mit MAX7219 RTC DS3231 Port-Expander MCP23017 433 MHz Funk MPU-650: Gyroskop Beschleunigungssensor ADXL345 WS2812 RGB-LEDs Spannungsversorgung MQ-xx Gassensoren CO2-Gassensor ACS712 Stromstärkesensor INA219 Stromstärkesensor L298 Motortreiber MFRC522 RFID 28BYJ-48 Stepper-Motor TMC2209 Silent-Step-Stick X9C10x Digitales Poti Farb-TFT-Display mit ST7735 e-Paper Display Bluetooth Geigerzähler SIM800L GSM-Modul I²C-Multiplexer Controller Area Network

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DIY LiPo Supercharger BundleGreatScott and Elektor's LiPo Charger, Booster, and Protector MTheCamA Simple Mini Thermal Camera Weller WE 1010Soldering Station electronica Fast Forward 2020 Winners I2S Test Signal Generator with AVR Microcontroller32-Bit 1-kHz Digital Sine, fs 192 kHz, Level Adjustable from 0 to -110 dB Control Your Home with Raspberry PiRPi snoops on 433.92 MHz Simulate Circuits Online From Life's ExperienceThe Fine Line Between Order and Chaos Starting Out in ElectronicsEasier Than imagined! Homebrew CPUsThe Discrete Microcontroller Connect Your Thermostat with ESPHomeAn Attempt at Doing Home Automation the Right Way Developer’s ZoneTips & Tricks, Best Practices and Other Useful Information Small Circuits RevivalFrom the Elektor suggestions box Raspberry Pi Full StackRPi and RF24 at the heart of a sensor network Practical ESP32 Multitasking (6)Event Groups Multi-Channel Power Analyzer: Up to 3 Channels, with Graphic and Alphanumeric Display Analogue Filter Design (Part 3)Passive Filters JOY-iT VAX-1030Wireless Measurement Module New LCR Meter 50 Hz - 2 MHz Part 2Operation, Calibration, and Firmware Programming Error AnalysisTips on Voltage Regular Circuits, PCB Design, and More The Open Hardware ObservatoryCommunity-Based Open Source Hardware Assessment Java on the Raspberry PiAn Interview with Frank Delporte Data Analysis and Artificial Intelligence in PythonInterpreting Real Data with NumPy, pandas and scikit-learn Project 2.0Corrections, Updates and Readers’ letters Getting to Know the Parallax Propeller 2 (Part 1)An Introduction Hexadoku

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TRAITEMENT D'IMAGES AVEC LE KIT JETSON NANO DE NVIDIA2e partie : reconnaissance d'imagesELEKTOR JUMPSTARTER – DU NOUVEAUCampagnes à venirTRACEUR GPS À CODE SOURCE OUVERTTraccar cartographie les déplacements de véhicules, sans recours à un serveur tiers du nuageTESTEUR MULTIFONCTION LCR-T7 DE JOY-ITTest de semi-conducteurs passifs, discrets et de télécommandes IRSYNTHÉTISEUR DE BRUITDu bruit à la musique avec le PRBSynth1DÉMARRER EN ÉLECTRONIQUE…Easier than Imagined! ... Continuing with the CoilVOYAGE DANS LES RÉSEAUX NEURONAUX (2E PARTIE)Les neurones logiquesPROBLÈMES DE SÉCURITÉ ? COMBATTEZ LE FEU PAR LE FEU !Extension à mémoire analogique, protégée par ampoule de flash, pour la boîte à témoin d'effractionKIT DU LCR-MÈTRE 2 MHZ D'ELEKTORBALISES BLUETOOTH : LA PRATIQUEGéolocalisation intra murosC PROGRAMMING ON RASPBERRY PIExtrait : communiquer par Wi-FiTEST DE PRÉCONFORMITÉ CEM POUR UN PROJET ALIMENTÉ EN COURANT CONTINUPartie 2 : le matériel et son utilisationPROPELLER 2 DE PARALLAX (5)La fonction de « broche intelligente »MODBUS SANS FIL (PARTIE 1)Matériel et programmationJUNIOR COMPUTEREn forme après 40 ans de sommeilCONSTRUIRE SON PROPRE ÉTALONNEUR DE HAUTE PRÉCISION−10 V à +10 V, 0 à 40 mA, 0,001 %ARDUINO NANO RP2040 CONNECT EN DÉTAILRaspberry Pi RP2040 + Wi-Fi + BluetoothLE CORPS PHYSIQUE DE L'INTELLIGENCE ARTIFICIELLEPROJET 2.0corrections, mises à jour et courriers des lecteursCRÉATION D'INTERFACES GRAPHIQUES EN PYTHON AVEC GUIZEROInstallez la bibliothèque Python guizero et créez vos propres interfaces graphiques.KIT DE MESURE DU CO2 POUR SALLE DE CLASSEMontage à base d'ESP8266, conçu par l'Université des Sciences Appliquées d'Aix-la-ChapelleMK484, RADIORÉTRO PO/GO...Toujours le plaisir de construire !60 ANS D'ELEKTORQue la lumière soit !HEXADOKUThe Original Elektorized Sudoku

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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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Una ricca selezione di articoli dal Mondo Elektor! Gli articoli di questo libro sono una selezione accurata, il "meglio del meglio" di circuiti e progetti recenti, realizzati da tecnici di grande talento provenienti da tutto il mondo. Nel tipico stile di Elektor, questa raccolta offre qualcosa di interessante per tutti, dai progettisti esperti a coloro che praticano l'elettronica nel tempo libero. Sommario Super Servo TesterProva Fino a Quattro Servocomandi, Stand-Alone o in Sistema The TubeUn Insolito Amplificatore a Valvole Cloc 2.0La Sveglia che Avete Sempre Desiderato Stazione Meteo LoRa Low-PowerCostruitevi una Stazione Meteorologica “Long Range” Uscita Video con Microcontrollori (Parte 1)Video Composito Uscita Video con Microcontrollori (Parte 2)Uscita VGA e DVI Un Raspberry Pi Pico come Analizzatore di SpettroFFT su Base Hardware a Basso Costo PIC O’Clock – In Contatto col TempoProgettare un Ricevitore di Segnali Orari SDR Frequenzimetro di Rete ACMisura Frequenza e Tensione della Rete Elettrica Generatore di Funzioni con Arduino NanoNano + Codice = Generatore di Funzioni Monitor CO2Un Approccio Fai-Da-Te per Il Controllo della Qualità dell‘Aria ChatMagLevLa Levitazione Magnetica con AI Alimentatore Lineare Variabile Combinato0…50 V / 0…2 A con Struttura Simmetrica Duale Ricevitore Digitale FM con Arduino e TEA5767Restate in Ascolto con un Arduino Nano Protezione Antigelo per Piante da FruttoCon Registrazione della Temperatura Carico Elettronico con Generatore di clock IntegratoPer Collaudare Alimentatori, Convertitori di Tensione e Batterie 128 Termostato Web con ESP32Mantieni il Vino alla Giusta Temperatura Iniezione di Segnali e di Potenza......per Rilevare le Interruzioni nei Cavi DIY LiPo Supercharger KitDal Prototipo al Mercato di Massa Livella Digitale con Stroboscopio AttivoCalibra il Tuo giradischi con Questo Strumento "Tutto-in-Uno" The Game of Life – 262.144 Modi di GiocareDal Progetto di un Lettore Rilevatore di PerditeCollegato ad Arduino Cloud Orologio di LissajousL’Incedere del Tempo con le Figure di Lissajous Mastermind – Controllato da ArduinoUna Versione Moderna del Classico Gioco di Decifrazione Generatore Audio Analogico 1 kHzOnda Sinusoidale a Bassa Distorsione Aggiorna il tuo Caricabatteria (Parte 1)Non Buttarlo, Modificalo! Aggiorna il tuo Caricabatteria (Parte 2)Non Buttarlo, Modificalo! Sistemi GNSS RTK a Basso CostoCon Accuratezza a Livello Centimetrico Esperimenti a 10 GHz con LNB Satellitari ModificatiSbloccare la Banda X a Basso Costo Telecamera per FerromodellismoInstalla un Modulo ESP32 CAM a Bordo! Monitor di Tensione con MicrocontrolloreProtezione dalla Scarica Profonda per Batterie e Altro Nodo Sensore AutonomoTrasmissione Dati LoRa con Alimentazione a Batterie Solari Layout e Sicurezza sul PCBConsigli per un Progetto Sicuro e Durevole

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