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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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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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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. Accelerating IoT Innovation A Color E-Ink Wi-Fi Picture Frame ESP-Launchpad TutorialFrom Zero to Flashing in Minutes ESP32 and ChatGPTOn the Way to a Self-Programming System… Walkie-Talkie with ESP-NOWNot Quite Wi-Fi, Not Quite Bluetooth! From Idea to Circuit with the ESP32-S3A Guide to Prototyping with Espressif Chips AIoT Chip InnovationAn Interview With Espressif CEO Teo Swee-Ann Simulate ESP32 with WokwiYour Project’s Virtual Twin Trying Out the ESP32-S3-BOX-3A Comprehensive AIoT Development Platform Electronics Workspace EssentialsInsights and Tips From Espressif Engineers The ESP RainMaker StoryHow We Built “Your” IoT Cloud Assembling the Elektor Cloc 2.0 KitAn Elektor Product Unboxed by Espressif Unleashing the ESP32-P4The Next Era of Microcontrollers Rust + EmbeddedA Development Power Duo Who Are the Rust-Dacious Embedded Developers?How Espressif is Cultivating Embedded Rust for the ESP32 Espressif’s Series of SoCs Building a PLC with Espressif SolutionsWith the Capabilities and Functionality of the ISOBUS Protocol The ESP32-S3 VGA BoardBitluni’s Exciting Journey Into Product Design Acoustic Fingerprinting on ESP32Song Recognition With Open-Source Project Olaf Circular Christmas Tree 2023A High-Tech Way to Celebrate the Holiday Season A Simpler and More Convenient LifeAn Amateur Project Based on the Espressif ESP8266 Module How to Build IoT Apps without Software ExpertiseWith Blynk IoT Platform and Espressif Hardware Building a Smart User Interface on ESP32 Quick & Easy IoT Development with M5Stack Prototyping an ESP32-Based Energy Meter A Value-Added Distributor for IoT and More In-Depth Insights: Interview With Arduino on the Nano ESP32Alessandro Ranellucci and Martino Facchin Discuss Espressif Collaboration Your AIoT Solution ProviderInsights From Espressif Streamlining MCU Development With ESP-IDF Privilege Separation An Open-Source Speech Recognition Server……and the ESP BOX The Thinking EyeFacial Recognition and More Using the ESP32-S3-EYE ESP32-C2-Based Coin Cell SwitchDesign and Performance Evaluation The Smart Home Leaps Forward with MatterUnlocking Smart Home IoT Potential Tech the Future: Where Is Smart Home IoT Headed?

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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. Arduino Portenta Machine Control and Arduino Portenta H7A CAN-to-MQTT Gateway Demo Project Unboxing the Elektor LCR Meter with David Cuartielles MicroPython Enters the World of Arduino Connected Projects, SimplifiedDive Into the Arduino Cloud Introduction to TinyMLBig Is Not Always Better Arduino K-Way Writing Arduino Sketches Just Got Better Get to Know Arduino Getting Started with the Portenta X8Manage Software Securely with Containers Build, Deploy, and Maintain Scalable, Secure ApplicationsWith Arduino Portenta X8 Featuring NXP’s i.MX 8M Mini Applications Processor and EdgeLock SE050 Secure Element How I Automated My HomeArduino CEO Fabio Violante Shares Solutions Altair 8800 SimulatorHardware Simulation of a Vintage Computer MS-DOS on the Portenta H7Run Old-School Software on Contemporary Hardware Grow It YourselfA Digitally Controlled, Single-Box Solution for Indoor Farming Save the Planet With Home Automation?MQTT on the Arduino Nano RP2040 Connect Go Professional with Arduino Pro Smart Ovens Take a Leap Into the Future Tagvance Builds Safer Construction Sites with Arduino Santagostino Breathes Easywith Remote Monitoring that Leverages AI for Predictive Maintenance Security Flies High with RIoT Secure’s MKR-Based Solution Open-Source Brings a New Generation of Water Management to the World SensoDetect Deforestation with Sound Analysis The Mozzi Arduino Library for Sound SynthesisInsights from Tim Barrass The New Portenta X8 (with Linux!) and Max Carrier Redefine What’s Possible How Using Arduino Helps Students Build Future Skills Must-Haves for Your Electronics Workspace The Importance of Robotics in Education Dependable IoT Based Upon LoRa Unboxing the Portenta Machine Control 8-Bit Gaming with Arduboy Reducing Water Usage at Horseback Riding TracksAn IoT to Constantly Monitor Soil Humidity and Temperature Levels The Panettone ProjectA sourdough starter management and maintenance system Supporting Arduino Resellers Space Invaders with Arduino Art with ArduinoInspiring Insights from Artists and Designers Arduino Product Catalogue The Future of Arduino

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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 Magazine EN November/December 2020 (PDF)

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Elektor Magazine EN May/June 2021 (PDF)

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Elektor Magazine EN May/June 2020 (PDF)

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Elektor Magazine EN March/April 2020 (PDF)

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Elektor Magazine EN July/August 2020 (PDF)

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Elektor Magazine EN January/February 2021 (PDF)

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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. DIY Solar Energy StorageBuild Your Own Energy Store for a PV Solar Array Solar Module SimulatorA Solution for Testing and Optimizing MPP Trackers and Inverters The STM32 Edge AI ContestExplore the new STM32N6 and Compete for a Share of €5,000 in Prizes! Widening the BandgapWhy There Is So Much Interest in SiC and GaN Notebook Power BankExtend the Life of Your Aged Laptop Medical RobotsOvercoming Technical and Regulatory Hurdles Frost Guard for Fruit Plants With Temperature Data Logger The Analog ThingThe Arduino of Analog Computing? Energy Saving Relay DriverSaves 90% of Relay Drive Power Improving the ET5410A+ DC loadKeep Cool and Be Quiet, Please electronica 2024 in Review Electromagnetic CompatibilityEMC in a Nutshell! Starting Out in Electronics……Filters Actively Reducing Power Dissipation With Dropping CapacitorsA Clever Use of Capacitive Reactance The Affordable MCP4725 12-Bit Digital-to-Analog ConverterAn EEPROM Feature Enables Safe Switch-On Behavior Fnirsi LCR-ST1 Smart LCR SMD Tweezers Raspberry Pi-Based Private Test & Measurement LabFirst Things First: The ADC Electronic Load ResistorAn Out-of-the-Box Project 2025: An AI OdysseySome Projects to See in the New Year AmpVolt v2.0 Project Update100 Amps and Beyond! Err-lectronicsCorrections, Updates, and Readers’ Letters Unveiling Ethical TransparencyInsights from Ethics in Electronics’s 2024 Survey Elektor Audio DSP FX Processor Board (2)Creating Applications

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