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Elektor GREEN en GOLD leden kunnen deze uitgave hier downloaden. Nog geen lid? Klik hier om een lidmaatschap af te sluiten. Wat is Edge-AI nu eigenlijk?Intelligentie naar het apparaat brengen Maak kennis met Edge Impulse StudioEenvoudig Edge-AI modellen bouwen en implementeren Keyword spotting met Edge ImpulseVerzamelen, trainen en implementeren Slimme apparaten bedienen via spraakbesturing met de Nordic Thingy:53 Sleutelbegrippen voor het begrijpen van Edge AI en Machine Learning Snelcursus: Aan de slag met Edge ImpulseLeer een ML-model te verzamelen, trainen en implementeren met de Arduino Nano 33 BLE Sense Een nieuw hoofdstuk voor ArduinoVan hobbyboard tot Edge computing-krachtpatser Aan de slag met objectdetectie op edge-apparaten Detectie van defecten op printplatenComputer Vision met de Raspberry Pi AI op maat maken voor de kleinste apparaten Optimalisatie van het energieverbruik in batterijgevoede Edge-AI apparaten AI ToasterWanneer Edge-AI en ontbijt samenkomen Thundercomm Rubik Pi 3Raspberry Pi ervaring in combinatie met Edge AI Leiderschap, Embedded ML en de Edge-revolutie Vision language models voor EdgeModel-cascadering voor betere betrouwbaarheid Maak kennis met Edge ImpulseVragen van de Elektor-community Projectupdate #5: Energiemeter op basis van ESP32Edge-AI gebruiken voor herkenning van huishoudelijke verbruikers Bewegingsherkenning met anomalie-detectieEen uitgebreide training Slim ventilatiesysteem: integratie van geluids- en omgevingsgegevensEen machine learning toepassing met dubbele MCU voor geautomatiseerde bediening van ramen en lamellen Spraakbesturing voor oordopjes en headsets Edge-AI: de volgende generatie apparaten mogelijk maken

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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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The Pro Tech Toolkit is the one thing every DIYer, fixer, hacker, hobbyist, and professional needs to tackle any job. Every tool in the Pro Tech Toolkit has been re-engineered to be better. From the 64 Bit Driver Kit to the iFixit Opening Picks, every tool is specially designed and selected to maximize your repair capabilities. At the core of this kit is the iFixit 64 Bit Driver Kit, designed with extensive research into what fastener types are currently used in the consumer electronics industry and which legacy fasteners are still in demand by consumers. From the Apple Watch with its new tiny Tri-Point screws to vintage Nintendo game consoles with gamebit fasteners, the 64 bit kit covers them all with the highest quality CNC machined bits. Even the sturdy case was carefully engineered, having no hinges or latches to break, and features a sorting tray inside the magnetically attached lid. High-Performance Toolkit for DIY Repairs The perfect toolkit for pros to average joes. Contains all the poking, prying, gripping, lifting, ESD safety, and screw driving tools needed to service consumer electronics. Completely re-engineered to provide all the tools that you need, and none that you don't. Included Anti-Static Wrist Strap – protection for circuits against static electricity Small Suction Handle – suction handle for holding onto things lacking handles 3x iFixit Opening Tool – soft plastic prying tools 6x iFixit Opening Picks – thin prying tool for opening electronic devices Nylon Tipped Reverse Tweezers – to elevate and hold your work Angled ESD Tweezers – ESD-safe, feature teeth for tougher grip Blunt ESD Tweezers – ESD-safe, feature teeth for tougher grip Standard Spudger – tough antistatic tool for a variety of purposes Halberd Spudger – features a hook for scooping, scraping, pulling, and guiding.ESD-safe. Metal Spudger – for more powerful prying, scraping, probing, and poking action Jimmy – handy tool for 'Jimmy'ing open electronics. Magnetic Pad – Holds tiny screws and parts during repairs Tool Roll – Durable and compact Mako Precision Bit Set – all the bits needed for repairs on small electronics Mako Precision Bit Set Includes 64 Bit Driver 150 mm Flex Extension 4 mm Screwdriver Bits Phillips – 000, 00, 0, 1, 2 Flathead – 1, 1.5, 2, 2.5, 3, 4 mm Torx – T2, T3, T4, T5 Torx Security – TR6, TR7, TR8, TR9, TR10, TR15, TR20, TR25 Pentalobe – P2, P5, P6 JIS – J000, J00, J0, J1 Hex – 0.7, 0.9, 1.3, 1.5, 2, 2.5, 3, 3.5, 4, 4.5, 5 mm Tri-point – Y000, Y00, Y0, Y1 Nut Driver – 2.5, 3, 3.5, 4, 4.5, 5, 5.5 mm Square – 1, 2 Gamebit – 3.8, 4.5 mm Spanner – 6, 8 Triangle – 2, 3 mm Standoff Bit for iPhone Oval Bit Magnetic Pickup Bit SIM Eject Bit 1/4" to 4 mm Driver Adapter

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35 Projekte mit Raspberry Pi und Arduino Das Internet of Things (Internet der Dinge) ist eine unumkehrbare Entwicklung. Wir möchten gerne alles im Haus mit unserem Smartphone oder Tablet erledigen – von Facebook bis Fernsehen, Lampen steuern oder die Heizungstemperatur einstellen. In diesem Buch stellen wir 35 interessante und nützliche Projekte vor, die demonstrieren, wie Sie selbst ein Internet-of-Things-System anlegen können. Wir gehen auf die Hardware ein, einer perfekten Symbiose von Raspberry Pi und Arduino, und entwickeln die Software, die eine Steuerung über das Internet verwirklicht. Wir setzen dabei WLAN- und Funkverbindungen ein und vermeiden so einen Kabelsalat im Haus. Wenn Sie die Projekte aufbauen, verfügen Sie über ein vollständiges Internet-of-Things-System, mit dem Sie alles im Haus bedienen, steuern und überwachen können, zum Beispiel ob Post im Briefkasten steckt oder das Auto in der Garage steht. Sie können bequem vom Sofa aus das Licht einschalten oder die Alarmanlage aktivieren/deaktivieren. Durch die ausführlichen Erläuterungen wird es Ihnen ein Leichtes sein, Projekte anzupassen, um zum Beispiel die Kaffeemaschine oder das Fernsehgerät aus der Ferne ein- und auszuschalten. Über den Index finden Sie leicht kreative Projekte, die Ihnen als Ausgangspunkt für eigene Entwicklungen dienen können, mit denen Sie selber alles, was Sie wollen, mit dem Internet verbinden können.

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Theory, LTspice Simulation, and Hands-On Projects MOSFETs are essential components in modern electronics, used in switching, amplification, motor control, power conversion, digital logic, and audio circuits. This book offers a practical introduction to MOSFET technology, combining clear explanations with LTspice simulations and hands-on projects. Starting with semiconductor fundamentals, you will learn how MOSFETs operate, how they compare with BJTs, and how to apply them in real circuits. The book then progresses from basic switching applications to more advanced designs. You will learn how to: Understand N-channel and P-channel MOSFET operation Work with cutoff, triode, and saturation regions Simulate and analyze circuits using LTspice Build switching circuits for LEDs, relays, buzzers, sensors, and motors Create sensor circuits for light, temperature, touch, tilt, reed switches, and PIR motion detection Control motors and fans using PWM and H-bridge circuits Design MOSFET small-signal amplifiers Build astable, Colpitts, Hartley, phase-shift, and Pierce oscillators Experiment with MOSFET digital logic Explore buck and boost DC-DC converters Understand the basics of MOSFET audio power amplifiers Written for engineers, students, and experienced makers, this book connects theory with simulation and practical construction, giving you the knowledge and experience to design and experiment with MOSFET circuits with confidence.

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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. The AlertAlfred AI Security SystemPowered by a Raspberry Pi 5 and the Hailo 8L Module AI in Electronics DevelopmentAn Update After Only One Year Intro to AI AlgorithmsPrompt: Which Algorithms Implement Each AI Tool? Single-Board Computers for Artificial Intelligence ProjectsBackground and Overview From Sensor Data to Machine Learning ModelsGesture Detection with an Accelerometer and Edge Impulse Build a Leaky Integrate-and-Fire Spiking NeuronArtificial Intelligence Without Software ChatGPT for Electronic DesignDoes GPT-4o Do It Any Better? Bringing AI to the Edge with ESP32-P4 Exploring Speech Functions on Raspberry Pi ZeroWhen Overclocking Gives Freedom of Speech The Growing Role of Edge AIA Trend Shaping the Future Unlocking the Power of Edge AIA Conversation with François de Rochebouët of STMicroelectronics A VHDL Clock Made with ChatGPT AI’s Real ImpactSayash Kapoor on “AI Snake Oil” and More The Latest Stuff From BeagleBoardBeagleY-AI, BeagleV-Fire, BeagleMod, BeaglePlay and BeagleConnect Freedom Mosquito Detection Using Open Datasets and Arduino Nicla Vision AI Today and Tomorrow: Insights from Espressif, Arduino, and SparkFun Artificial Intelligence Timeline BeagleY-AIThe Latest SBC for AI Applications AI in FocusPerspectives from the Elektor Community Machine Vision with OpenMVCreate a Soda Can Detector A Conversation with the Digital MindChatGPT vs Gemini Skilling Me Softly with This Bot?Is the AI Revolution in the Electronic Field Failing Due to a Lack of Social Precision?

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Elektor GREEN en GOLD leden kunnen deze uitgave hier downloaden. Nog geen lid? Klik hier om een lidmaatschap af te sluiten. MultiRF ontwikkelboardEen platform voor het evalueren van draadloze protocollen op korte en lange afstand Elektor wordt 65Baanbrekend op het gebied van elektronica sinds 1961 Persoonsdetectie via wifi op een ESP32Wanneer uw router een bewegingssensor wordt Draadloze weegschalenVier kleine weegschalen maken een grote weegschaal Walter, de compacte IoT-moduleESP32-S3 SoC, LTE-M/NB-IoT 5G-modem en GNSS-ontvanger 3- en 4-draads RTD-sensorconditioneringMet volledige afstelling en kabelcompensatie 3-in-1 2-kanaals oscilloscoop/generator/multimeterEen review van de Fnirsi 2D15P electronica Fast Forward 2026 nodigt start-ups en partners uit de industrie uit EcologgingEen modulair IoT-milieustation voor onderzoek in het veld Draadloze connectiviteit in medische toepassingenAltijd op de hoogte met Bluetooth LE AudiotronicaBromonderdrukking De efficiëntie in de landbouw verhogen met AI-modellen en sensorenDe landbouwproductiviteit verhogen OPC UA, een overzichtPlatform-onafhankelijke gegevensuitwisseling Redoxmeter Instrumentation amplifier voor fysica- en techniekexperimenten Actieve differentiële audiofiltersVoor professionele cross-overs en meer Communityperspectieven van Elektor op IoT & sensoren Telegramgestuurde interface module voor een boilerEen oplossing op basis van een ESP32 en Arduino software 2026: An AI OdysseyWat is er gebeurd met fuzzy logic? Err-lectronics Alarmsignaalinjector en bruut geweldHulpmiddelen om kabelbreuken op te sporen

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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. Cloc 2.0le réveil-matin de vos rêves PIO du RP2040 en pratiqueexpérimentation des E/S programmables du RP2040 Poor Man's ChipTweakerNous avons des moyens (abordables) de vous faire parler générateur de nombres réellement aléatoires avec interface USBdeux PICs pour le prix d?un AVR vitamines audio pour micro ramolloComment gonfler soi-même le niveau de sortie d'un microphone FFT avec MaixduinoAcquisition de spectres de fréquences sur le vifsans raison apparente pilote de moteurs pas à pas UCN5804drôle de composant, la série simulation de circuit avec Micro-Cappremiers pas dans un monde compliqué PAUL Award 2022les jeunes talents de la technologie et leurs solutions créatives ma première radio définie par logicielréalisée en moins de 15 minutes la documentation des microcontrôleurs sans peine (1)la structure d?une fiche technique quel avenir pour l'IA et les systèmes embarqués ?outils, plateformes et remplacement des rédacteurs numériser une ferme verticale Infographie : l?embarqué et l?IA d?aujourd?hui et demain Présentation du TinyML Casestudy KwickPOS Hautes performances pour tousNormes Computer-on-Module démarrer en électroniquecomposants actifs communication I²C avec Node.js et Raspberry Piaffichez les données de vos capteurs dans un navigateur sortie vidéo sur les microcontrôleurs (2)sortie VGA et DVI le système d'exploitation temps réel Metronomun RTOS pour processeurs AVR DVI sur le RP2040Entretien avec Luke Wren, développeur de composants chez Raspberry Pi L?afficheur HAT Miniaffichez les prévisions météo sur Raspberry Pi ! WEEF 2022 Awards : célébrez les bonnes choses Hexadoku

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The short-wave technique has a very particular appeal: It can easily bridge long distances. By reflecting short-wave signals off the conductive layers of the ionosphere, they can be received in places beyond the horizon and therefore can reach anywhere on earth. Although technology is striving for ever higher frequencies, and radio is usually listened to on FM, DAB+, satellite or the Internet, modern means of transmission require extensive infrastructure and are extremely vulnerable. In the event of a global power outage, there is nothing more important than the short-wave. Amateur radio is not only a hobby, it’s also an emergency radio system! Elektor’s SDR-Shield is a versatile shortwave receiver up to 30 MHz. Using an Arduino and the appropriate software, radio stations, morse signals, SSB stations, and digital signals can be received. In this book, successful author and enthusiastic radio amateur, Burkhard Kainka describes the modern practice of software defined radio using the Elektor SDR Shield. He not only imparts a theoretical background but also explains numerous open source software tools.

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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. Relio v1.0 - Presence Detection and Remote ControlA Matter-Enabled Smart Controller for AC Appliances Designing Better PCBsA Practical Guide for Professionals and Makers KiCad 9Top New and Updated Features Precision Picoammeter (1)With Curve Tracer Functionality Down to the pA range! Christmas Star 2025A Star Is Soldered 100 mV Continuity Tester Who’s Pushing the Boundaries of European Electronics?Companies to Watch productronica 2025: What’s New in Electronics Development and Production Automation to Tackle Reshoring Manufacturing, Tariffs and Labour Shortages Beyond Future ProofCircularity in Electronics Passive ComponentsLow-Loss Inductors Enabling High-Efficiency DC/DC Converters How Desktop Manufacturing Machines Are Democratizing PCB Production Starting Out in Electronics...Needs Power UHD Displays Driven with EaseYour Guide to Easily Put Various TFT-LCDs Into Operation Quickly Soldering in 2025Practical Soldering Tips Straight from the Workbench SimulIDEAn All-in-One Tool for Circuit Prototyping 2025: An AI OdysseyFrom Autocomplete to Colleague Wordy Christmas TreeA Festive Electronics Project with a Linguistic Twist Err-lectronicsCorrections, Updates, and Readers’ Letters Analog Pipeline DistortionA Cool Audio Effect For Guitars and Other Instruments ESP32 Audio Transceiver Board (Part 3)Stereo Transmission and Dual Radio

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Verstehen und effektiv einsetzen Was in der Elektronik geschieht, ist mit bloßem Auge unsichtbar. Das Instrument, mit dem sich elektrische Signale präzise visualisieren lassen und die Effekte der Elektronik für uns sichtbar werden, ist das Oszilloskop. Leider wagt man sich beim Einstieg in die Elektronik oft ohne Oszilloskop vor. Man tappt dann im Dunkeln, sowohl praktisch als auch gedanklich. Die erste Beobachtung eines elektrischen Signals auf einem Bildschirm ist eine Offenbarung. Niemand möchte dieses Erlebnis danach noch einmal missen. Es gibt kein Zurück mehr. Wer in der Elektronik mit Freude und Verständnis vorankommen möchte, braucht unbedingt ein Oszilloskop. Dann stellt sich zunächst die Frage: Wie wählt man das richtige Oszilloskop aus? Und kaum ist diese Frage beantwortet, tauchen bereits die nächsten auf, die sich letztlich auf eine zentrale Frage reduzieren lassen: Wie nutzt man das Oszilloskop so, dass die Anzeige die Realität der Signale korrekt widerspiegelt? Rémy Mallard ist ein leidenschaftlicher Vermittler komplexer technischer Themen mit dem Talent, diese verständlich und fesselnd zu präsentieren. In diesem Buch beantwortet er wichtige Fragen zur Verwendung eines Oszilloskops und bietet zahlreiche Anleitungen, um die elektrischen Signale elektronischer Systeme zu erforschen und zu verstehen. Dank seines verständlichen Stils und seiner praktischen Einblicke ist dieses Buch ein wertvolles Werkzeug für alle, die ihr Elektronikwissen vertiefen möchten.

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An Introduction to Real and Reduced-Scale Autonomous Vehicles Want to cut through the hype and get to the core of autonomous and connected vehicles? Then this book is your clear, accessible guide to a complex and fast-moving field. Starting with Intelligent Transport Systems (ITS), it walks you through the essential foundations, including Advanced Driver Assistance Systems (ADAS) – the stepping stones to full autonomy. Explore how self-driving cars mimic human behavior through a loop of perception, analysis, decision, and action. Discover the key functions that make it possible: localization, obstacle detection, driver monitoring, cooperative awareness – and the most challenging of all, trajectory planning, across strategic, tactical, and operational levels. Will vehicles be connected? The debate is on – but the standards are already here. Learn how connectivity, infrastructure, and vehicles can work in synergy through the innovative concept of floating car data (FCD). Dive into real-world implementation: with embedded electronics account-ing for over 30% of a modern vehicle‘s cost, we unpack the architecture, coordination, and tools required to manage the complexity – brought to life with a hands-on case study. To finish, we open the door to the future: building your own 1:10 scale autonomous vehicle. No plug-and-play solutions – just the foundations for a collaborative, creative, and geek-friendly challenge. Let’s drive the future together.

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