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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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Dieser komplette Programmierkurs für STM32-Mikrocontroller umfasst ein Begleitbuch, ein Komponenten-Kit, praxisorientierte Projekte sowie einen ausführlichen Online-Kurs. Er eignet sich ideal für das schrittweise Erlernen der Programmierung von Embedded Systems mit MicroPython anhand eines praxisnahen Ansatzes. Praxisorientierte Einführung in Embedded Systems mit dem STM32 Dieser Kurs richtet sich an Einsteiger im Bereich Embedded Systems, die einen strukturierten und praxisnahen Einstieg suchen. Im Lieferumfang enthalten ist ein Komponenten-Kit, das unter anderem LEDs, Widerstände, Schalter, Sensoren, Aktoren, Displays, ein Breadboard sowie Verbindungskabel umfasst. Diese Komponenten kommen im Kurs zum Einsatz, um die Beispielanwendungen zu veranschaulichen. Es sind keine Vorkenntnisse in MicroPython oder der Entwicklung von Embedded-Systemen erforderlich. Jeder Abschnitt enthält praktische Beispiele und Miniprojekte, die dazu dienen, die wichtigsten Konzepte zu festigen und zu weiterführenden Experimenten anzuregen. Am Ende des Kurses sind Sie in der Lage, nicht nur die Beispiele nachzuvollziehen, sondern diese auch mit eigenen Ideen und Anwendungen zu erweitern. Was werden Sie lernen? Programmierung von Mikrocontrollern in MicroPython auf dem STM32 unter Verwendung der Thonny IDE Arbeiten mit digitalen Ein- und Ausgängen, Auslesen von Tastern und Encodern, Steuern von LEDs und Relais Auslesen analoger Eingänge, Spannungen und analoger Sensoren Erzeugung analoger Ausgangssignale und PWM Verwendung serieller Kommunikation wie UART, I²C und SPI zur Steuerung von Displays und zum Auslesen digitaler Sensoren und SD-Karten Zeitmanagement Arbeiten mit Interrupts Echtzeit-Sensordatenerfassung und Steuerung über Taster, LEDs und Displays Steuerung von Aktoren wie Relais und Servomotoren Für wen ist dieser Kurs geeignet? Studierende und Selbstlerner im Bereich Embedded Systems Makers und IoT-Enthusiasten, die ihre Hardware-Kenntnisse verbessern möchten Lehrkräfte und Trainer, die sofort einsetzbares Unterrichtsmaterial suchen Was ist im Lieferumfang enthalten? Zugang zum vollständigen Kurs auf der Elektor Academy Pro-Lernplattform STM32 NUCLEO-F411RE Mikrocontroller-Board Buch: MicroPython for STM32 Downloadbare Projektdateien für jedes Modul Komponenten-Set: 2× LED, rot, 5 mm LED, grün, 5 mm 3× Widerstand, 470 Ω, 0,25 W LDR Potentiometer, 10 kΩ, linear Taster Drehencoder-Modul Relaismodul DHT22 Feuchtigkeits- und Temperatursensor TM1637-kompatibles 4-stelliges 7-Segment-Display MPU-6050 IMU mit Stiftleisten SSD1306-kompatibles I²C OLED-Display Micro-SD-Kartenadapter mit Stiftleiste Buzzer SG90 Mikro-Servo ILI9341-kompatibles SPI 240×320 TFT-Display 20× Jumperkabel Breadboard

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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. USB Measurement AdapterTesting Current and Signal Quality of USB Ports 4...20 mA Current Output for Arduino UnoA Reliable, EMI-Insensitive Current Loop Interface Vacuum Cleaner Automatic ControlKeep Your Tools’ Work Area Clean DDS Generator with ATtiny Opamp-Tester V2New PCB – Now Also Suitable for SMDs 550-mW “Lamp” Audio AmplifierGet the Warm Sound of Vacuum Tubes With Ease Fuse GuardMonitoring a Fuse with a Flashing LED HQ RIAA PreamplifierGet the Most Out of Your Vinyl Records! Turntable Speed CalibratorAn Arduino-Based 100–120 Hz Strobe Light Generator Elektor Classics: video buffer/repeater Infrared Remote-Controlled DimmerControl Your Halogen or LED Floor Lamp Effortlessly and With Style How to Use switch…case on Strings in C++/Arduino IDE Magnet FinderWith a Simple Hall-Effect Sensor Raspberry Pi Smart Power ButtonA Solution for Raspberry Pi Up to Model 4 Essential Maker TipsProfessional Insights for Everyday Making Practical Projects with the 555 TimerDC Motor Control and Fast Reaction Challenges Basic AC-Load-On MonitorSave Energy with a Simple Device Power Banks in ParallelA Three-Day Continuous Power Solution VFO Up to 15 MHzAn Implementation With Raspberry Pi Pico Violin Tuner with ATtiny202 Elektor Classics: video amplifier for B/W television sets Capacitance Meter20 pF to 600 nF Quasi-Analog Clockwork Mk IITwo LED Rings for Hours and Minutes You Can Do Anything You Want(with the Arduino Ecosystem at Your Side) Neon Lamp Dice Elektor Classics: RTTY calibrator indicator Inspiring Hardware Designs for Your ESPs Elektor Classics: variable 3 A power supply RGB LEDs with Integrated Control CircuitLight with Precision: ICLEDs Set Standards Experiment: Towards a Mixed-Signal Theremin?Blending Modern Time-of-Flight Sensors With the Timeless XR2206 Analog Generator ESP32 Audio Transceiver Board (Part 1)SD Card WAV File Player Demo Infographics: Circuits and Circuit Design 2025 Small Audio MixerA Simple and Versatile Scalable Design Smart Staircase Light TimerSave More Money on the Energy Bill! Smarten Up Your ShuttersControlling Velux Hardware With an ESP32 and MQTT Solid-State Foot WarmerEnergy-Efficient Comfort Is the M5Stamp Fly Quadcopter the Next Tello? Boosting Wi-Fi Range of the ESP32-C3 SuperMiniA Simple and Effective Antenna Mod ZD-8968 Hot-Air Soldering StationA Budget-Friendly Workhorse or Just Hot Air? Parking Sensor TesterFinding Defects in the PDC System of a Car

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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. USB-meetadaptertest stroom en signaalkwaliteit van USB-poorten 4...20 mA stroom-uitgang voor Arduino Unobetrouwbare, EMI-ongevoelige current loop-interface Automatische stofzuigerschakelaarhoud uw werkplek schoon DDS-generator met ATtiny Opamp-tester v2nieuwe print – nu ook voor SMD’s 550-mW audio ‘Lamp-Amp’voor die warme buizenklank Zekeringbewakerhoud zekeringen in de gaten met een knipper-LED Hoogwaardige RIAA-voorversterkerhaal het beste uit uw vinylplaten! Kalibratie voor draaitafelsArduino-gebaseerde 100/120Hz-stroboscoop Elektor Classics: Video-versterker Dimmer met IR-afstandsbedieningcomfortabel en elegant staande halogeen- of LED-lampen regelen Het gebruik van switch…case bij strings in C++/Arduino IDE Magneetzoekermet een eenvoudige Hall-effect-sensor Raspberry Pi: slimme aan/uit-knopeen oplossing voor de Raspberry Pi tot aan model 4 Professionele tipsvan makers voor makers Praktische projecten met de 555-timerDC-motorbesturing en snelle reactie-uitdaging Eenvoudige ‘aan-verklikker’spaar energie met een simpele schakeling Powerpacks parallelschakelendrie dagen ononderbroken stroom VFO tot 15 MHzimplementatie met Raspberry Pi Pico Vioolstemmer met ATtiny202 Elektor Classics: Video-ingangsversterker voor zwart/wit-TV Capaciteitsmeter20 pF tot 600 nF Quasi-analoog uurwerk Mk IItwee LED-ringen – voor uren en minuten Niets is onmogelijk(met hulp van het Arduino-ecosysteem) Neon dobbelsteen Elektor Classics: RTTY-afstemhulp Inspirerende hardware-ontwerpen voor uw ESP’s Elektor Classics: 3 A voeding RGB-LED’s met geïntegreerde stuurkringlicht met precisie: ICLED’s zetten de standaard Experiment: een mixed-signal Theremin?moderne time-of-flight sensoren plus de tijdloze analoge XR2206 ESP32 audio-transceiver (deel 1)SD-kaart WAV-speler demo Elektor infographicschakelingen en schakelingontwerp 2025 Kleine audiomixereenvoudig, veelzijdig en schaalbaar Slimme timer voor trapverlichtingbespaar op uw energierekening! Maak uw rolluiken slimmerVelux-hardware besturen met een ESP32 en MQTT Solid-state voetenwarmercomfortabel en energiezuinig Is de M5Stamp Fly-quadcopter de nieuwe Tello? Vergroot het WiFi-bereik van de ESP32-C3 SuperMinieenvoudige en effectieve antennemodificatie ZD-8968 hetelucht-soldeerstationbudgetvriendelijk werkpaard of gebakken lucht? Parkeersensor-testervind defecten in het PDC-systeem van een auto

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Program, build, and master over 60 projects with Python The Raspberry Pi 5 is the latest single-board computer from the Raspberry Pi Foundation. It can be used in many applications, such as in audio and video media centers, as a desktop computer, in industrial controllers, robotics, and in many domestic and commercial applications. In addition to the well-established features found in other Raspberry Pi computers, the Raspberry Pi 5 offers Wi-Fi and Bluetooth (classic and BLE), which makes it a perfect match for IoT as well as in remote and Internet-based control and monitoring applications. It is now possible to develop many real-time projects such as audio digital signal processing, real-time digital filtering, real-time digital control and monitoring, and many other real-time operations using this tiny powerhouse. The book starts with an introduction to the Raspberry Pi 5 computer and covers the important topics of accessing the computer locally and remotely. Use of the console language commands as well as accessing and using the desktop GUI are described with working examples. The remaining parts of the book cover many Raspberry Pi 5-based hardware projects using components and devices such as LEDs and buzzers LCDs Ultrasonic sensors Temperature and atmospheric pressure sensors The Sense HAT Camera modules Example projects are given using Wi-Fi and Bluetooth modules to send and receive data from smartphones and PCs, and sending real-time temperature and atmospheric pressure data to the cloud. All projects given in the book have been fully tested for correct operation. Only basic programming and electronics experience are required to follow the projects. Brief descriptions, block diagrams, detailed circuit diagrams, and full Python program listings are given for all projects described.

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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. USB-meetadaptertest stroom en signaalkwaliteit van USB-poorten 4...20 mA stroom-uitgang voor Arduino Unobetrouwbare, EMI-ongevoelige current loop-interface Automatische stofzuigerschakelaarhoud uw werkplek schoon DDS-generator met ATtiny Opamp-tester v2nieuwe print – nu ook voor SMD’s 550-mW audio ‘Lamp-Amp’voor die warme buizenklank Zekeringbewakerhoud zekeringen in de gaten met een knipper-LED Hoogwaardige RIAA-voorversterkerhaal het beste uit uw vinylplaten! Kalibratie voor draaitafelsArduino-gebaseerde 100/120Hz-stroboscoop Elektor Classics: Video-versterker Dimmer met IR-afstandsbedieningcomfortabel en elegant staande halogeen- of LED-lampen regelen Het gebruik van switch…case bij strings in C++/Arduino IDE Magneetzoekermet een eenvoudige Hall-effect-sensor Raspberry Pi: slimme aan/uit-knopeen oplossing voor de Raspberry Pi tot aan model 4 Professionele tipsvan makers voor makers Praktische projecten met de 555-timerDC-motorbesturing en snelle reactie-uitdaging Eenvoudige ‘aan-verklikker’spaar energie met een simpele schakeling Powerpacks parallelschakelendrie dagen ononderbroken stroom VFO tot 15 MHzimplementatie met Raspberry Pi Pico Vioolstemmer met ATtiny202 Elektor Classics: Video-ingangsversterker voor zwart/wit-TV Capaciteitsmeter20 pF tot 600 nF Quasi-analoog uurwerk Mk IItwee LED-ringen – voor uren en minuten Niets is onmogelijk(met hulp van het Arduino-ecosysteem) Neon dobbelsteen Elektor Classics: RTTY-afstemhulp Inspirerende hardware-ontwerpen voor uw ESP’s Elektor Classics: 3 A voeding RGB-LED’s met geïntegreerde stuurkringlicht met precisie: ICLED’s zetten de standaard Experiment: een mixed-signal Theremin?moderne time-of-flight sensoren plus de tijdloze analoge XR2206 ESP32 audio-transceiver (deel 1)SD-kaart WAV-speler demo Elektor infographicschakelingen en schakelingontwerp 2025 Kleine audiomixereenvoudig, veelzijdig en schaalbaar Slimme timer voor trapverlichtingbespaar op uw energierekening! Maak uw rolluiken slimmerVelux-hardware besturen met een ESP32 en MQTT Solid-state voetenwarmercomfortabel en energiezuinig Is de M5Stamp Fly-quadcopter de nieuwe Tello? Vergroot het WiFi-bereik van de ESP32-C3 SuperMinieenvoudige en effectieve antennemodificatie ZD-8968 hetelucht-soldeerstationbudgetvriendelijk werkpaard of gebakken lucht? Parkeersensor-testervind defecten in het PDC-systeem van een auto

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A Fast-Lane Ride From Concept to Project The core of the book explains the use of the Raspberry Pi Zero 2 W running the Python programming language, always in simple terms and backed by many tested and working example projects. On part of the reader, familiarity with the Python programming language and some experience with one of the Raspberry Pi computers will prove helpful. Although previous electronics experience is not required, some knowledge of basic electronics is beneficial, especially when venturing out to modify the projects for your own applications. Over 30 tested and working hardware-based projects are given in the book, covering the use of Wi-Fi, communication with smartphones and with a Raspberry Pi Pico W computer. Additionally, there are Bluetooth projects including elementary communication with smartphones and with the popular Arduino Uno. Both Wi-Fi and Bluetooth are key features of the Raspberry Pi Zero 2 W. Some of the topics covered in the book are: Raspberry Pi OS installation on an SD card Python program creation and execution on the Raspberry Pi Zero 2 W Software-only examples of Python running on the Raspberry Pi Zero 2 W Hardware-based projects including LCD and Sense HAT interfacing UDP and TCP Wi-Fi based projects for smartphone communication UDP-based project for Raspberry Pi Pico W communication Flask-based webserver project Cloud storage of captured temperature, humidity, and pressure data TFT projects Node-RED projects Interfacing to Alexa MQTT projects Bluetooth-based projects for smartphone and Arduino Uno communications

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Der Elektor Audio DSP FX Processor kombiniert einen ESP32-Mikrocontroller und einen ADAU1701 Audio DSP von Analog Devices. Neben einem vom Benutzer programmierbaren DSP-Kern verfügt der ADAU1701 über hochwertige integrierte Analog-Digital- und Digital-Analog-Wandler und verfügt über einen I²S-Port. Dadurch eignet es sich als hochwertiges Audio-Interface für den ESP32. Programme für den ESP32 können mit Arduino, Platform IO, CMake oder durch die Verwendung des Espressif IDF auf andere Weise erstellt werden. Programme für die Audio-DSPs ADAU7101 werden mit dem kostenlosen visuellen Programmiertool SigmaStudio durch Ziehen und Ablegen vordefinierter Algorithmusblöcke auf einer Leinwand erstellt. Anwendungen Bluetooth/Wi-Fi-Audiosink (z. B. Lautsprecher) & Quelle Gitarreneffektpedal (Stomp-Box) Musiksynthesizer Sound-/Funktionsgenerator Programmierbarer Crossover-Filter für Lautsprecher Erweiterter Audioeffektprozessor (Hall, Chorus, Pitch-Shifting usw.) Mit dem Internet verbundenes Audiogerät DSP-Experimentierplattform Drahtloses MIDI MIDI-zu-CV-Konverter und viele mehr... Technische Daten ADAU1701 28-/56-Bit, 50-MIPS digitaler Audioprozessor, der Abtastraten von bis zu 192 kHz unterstützt ESP32 32-Bit-Dual-Core-Mikrocontroller mit Wi-Fi 802.11b/g/n und Bluetooth 4.2 BR/EDR und BLE 2x 24-Bit-Audioeingänge (2 V RMS, 20 kΩ) 4x 24-Bit-Audioausgänge (0,9 V RMS, 600 Ω) 4x Steuerpotentiometer MIDI Ein- und Ausgang I²C-Erweiterungsport Multi-Mode-Betrieb Stromversorgung: 5 V DC USB oder 7,5-12 V DC (Hohlbuchse, mittlerer Pin ist GND) Stromverbrauch (Durchschnitt): 200 mA Lieferumfang 1x ESP32 Audio DSP FX Prozessor Board (montiert) 1x ESP32-PICO-KIT 2x Jumper 2x 18-Pin Header (female) 4x 10 KB Potentiometer Downloads Documentation GitHub

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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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Build Your Own RISC-V ControllerFirst Steps with the NEORV32 RISC-V Softcore for Low-Cost FPGAs How to Use Arduino’s Serial PlotterPlotting Graphs With Arduino Is Easy CLUE from AdafruitA Smart Solution for IoT Projects Buffer Board for the Raspberry Pi 400Protect the I/Os Raspberry Pi RP2040 Boards Aplenty A Handbook on DIY Electronic Security and EspionageSRAM Heated or Deep-Frozen Component IdentificationTips & Tricks, Best Practices and Other Useful Information DIY Touchless Light Switch Starting out in ElectronicsMatching and Transforming What’s New in Embedded Development?Rust and Keeping IoT Deployments Updated Infographics How the Industrial and Automotive Sectors Will Benefit from 5G Moving Coil RelaysPeculiar Parts, the series HomeLab ToursEverything Revolves Around the Tools... Understanding the Neurons in Neural Networks (Part 4)Embedded Neurons Magnetic Levitation the Very Easy WayThe Third and Most Compact Version PLC Programming with the Raspberry Pi and the OpenPLC ProjectVisualization of PLC Programs with AdvancedHMI From Life's ExperiencePack Up and Leave Under Your RadarMicrocontrollers You Should Know About Monitor and Debug Over the AirA Solution for Arduino, ESP32 and Co. Portable Temperature- and Humidity-Measuring DeviceUsing Ready-Made Modules Lithium Battery Pack RepairSave Money + More Power! GUIs with PythonMeme-Generator Three Questions to Build OnWhy, What, and Who? HexadokuThe Original Elektorized Sudoku

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Build your textbook weather station or conduct environmental research together with the whole world. With many practical projects for Arduino, Raspberry Pi, NodeMCU, ESP32, and other development boards. Weather stations have enjoyed great popularity for decades. Every current and even every long discontinued electronics magazine has regularly featured articles on building your own weather station. Over the years, they have become increasingly sophisticated and can now be fully integrated into an automated home — although this often requires loyalty to an (expensive) brand manufacturer across all components. With your own weather and environmental data, you can keep up and measure things that no commercial station can. It’s also fun: expand your knowledge of electronics, current microcontroller development boards and programming languages in a fun and meaningful way. For less than 10 euros you can get started and record your first environmental data — with time and growing interest, you will continue to expand your system. In this Edition Which Microcontroller Fits My Project? The Right Development Environment Tracking Wind and Weather Weather Display with OpenWeatherMap and Vacuum Fluorescent Display Volatile Organic Compounds in the Air We Breathe Working with MQ Sensors: Measuring Carbon Monoxide — Odorless but Toxic CO2 Traffic Light with ThingSpeak IoT Connection An Automatic Plant Watering System Good Indoor Climate: Temperature and Humidity are Important criteria Classy Thermometer with Vintage Tube Technology Nostalgic Weather House for the Whole Family Measuring Air Pressure and Temperature Accurately Sunburn Warning Device DIY Sensor for Sunshine Duration Simple Smartphone Says: Fog or Clear View? Identifying Earthquakes Liquid Level Measurement for Vessels and Reservoirs Water pH Value Measurement Detecting Radioactive Radiation GPS: Sensor Location Service Across the Globe Saving and Timestamping Log Files on SD Cards LoRaWAN, The Things Network, and ThingSpeak Operating a LoRaWAN Gateway for TTN Defying "Wind and Weather" Mega Display with Weather Forecasz

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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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