{"product_id":"elektor-edge-impulse-guest-edition-2025-pdf-en","title":"Elektor Edge Impulse Guest Edition 2025 (PDF) EN","description":"\u003cp\u003eElektor GREEN and GOLD members can download their digital edition \u003ca href=\"https:\/\/www.elektormagazine.com\/magazine-archive\" target=\"_blank\"\u003ehere\u003c\/a\u003e.\u003c\/p\u003e\n\u003cp\u003eNot a member yet? Click \u003ca href=\"https:\/\/www.elektormagazine.com\/account\/subscription\/add\" target=\"_blank\"\u003ehere\u003c\/a\u003e.\u003c\/p\u003e\n\u003ch2\u003eWhat to expect\u003c\/h2\u003e\n\u003cp\u003eThis Elektor edition guest-edited by Edge Impulse explores the edge AI workflow, from data collection and model training to deployment and optimization:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eEnd-to-End Edge AI\u003c\/strong\u003e\u003cbr\u003eA hands-on object detection series that walks through the complete machine learning pipeline on embedded hardware.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eHigh-Resolution, High-Speed Object Counting (Nvidia Jetson Nano, TensorRT)\u003c\/strong\u003e\u003cbr\u003ePushing inference speed and precision for visual counting applications.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePCB Defect Detection with Computer Vision (Raspberry Pi)\u003c\/strong\u003e\u003cbr\u003eSmarter manufacturing through embedded vision.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSmart Building Ventilation with Sensor Fusion\u003c\/strong\u003e\u003cbr\u003eAI-powered environmental optimization for energy efficiency.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eAnalog Meter Reading (Arduino Nicla Vision)\u003c\/strong\u003e\u003cbr\u003eA TinyML approach to automating analog infrastructure.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSmart Appliance Control Using Voice Commands (Nordic Thingy:53)\u003c\/strong\u003e\u003cbr\u003eSpeech recognition at the edge.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eLiquid Classification with TinyML (Seeed Wio Terminal + TDS Sensor)\u003c\/strong\u003e\u003cbr\u003eCombining IoT sensing and embedded ML for fluid analysis.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSurgery Inventory Object Detection\u003c\/strong\u003e\u003cbr\u003eApplying real-time vision to healthcare logistics.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003ePlus, 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.\u003c\/p\u003e\n\u003ch2\u003eContents\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64380\" target=\"_blank\"\u003eWhat the Heck Is Edge AI Anyway?\u003c\/a\u003e\u003cbr\u003eBringing Intelligence to the Device\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64372\" target=\"_blank\"\u003eMeet Edge Impulse Studio\u003c\/a\u003e\u003cbr\u003eEasily Build and Deploy Edge AI Models\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64366\" target=\"_blank\"\u003eKeyword Spotting with Edge Impulse\u003c\/a\u003e\u003cbr\u003eCollect, Train, and Deploy\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64369\" target=\"_blank\"\u003eSmart Appliance Control Using Voice Commands with the Nordic Thingy:53\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64376\" target=\"_blank\"\u003eKey Terms for Understanding Edge AI and Machine Learning\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64361\" target=\"_blank\"\u003eCrash Course: Getting Started with Edge Impulse\u003c\/a\u003e\u003cbr\u003eLearn to Collect, Train, and Deploy an ML Model with the Arduino Nano 33 BLE Sense\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64382\" target=\"_blank\"\u003eA New Chapter for Arduino\u003c\/a\u003e\u003cbr\u003eFrom Hobby Board to Edge Computing Powerhouse\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64365\" target=\"_blank\"\u003eGetting Started with Object Detection on Edge Devices\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64370\" target=\"_blank\"\u003ePCB Defect Detection\u003c\/a\u003e\u003cbr\u003eComputer Vision with Raspberry Pi\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64375\" target=\"_blank\"\u003eScaling AI to the Smallest Devices\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64384\" target=\"_blank\"\u003eOptimizing Power Efficiency in Battery-Driven Edge AI Devices\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64378\" target=\"_blank\"\u003eAI Toaster\u003c\/a\u003e\u003cbr\u003eWhen Edge AI Meets Breakfast\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64367\" target=\"_blank\"\u003eThundercomm Rubik Pi 3\u003c\/a\u003e\u003cbr\u003eRaspberry Pi Familiarity Meets Edge AI\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64374\" target=\"_blank\"\u003eLeadership, Embedded ML, and the Edge Revolution\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64383\" target=\"_blank\"\u003eVision Language Models for the Edge\u003c\/a\u003e\u003cbr\u003eCascading Models for Better Reliability\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64381\" target=\"_blank\"\u003eGet to Know Edge Impulse\u003c\/a\u003e\u003cbr\u003eQuestions from the qavlunxerzi.infomunity\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64377\" target=\"_blank\"\u003eProject Update #5: ESP32-Based Energy Meter\u003c\/a\u003e\u003cbr\u003eUsing Edge AI to Recognize Household Loads\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64371\" target=\"_blank\"\u003eMotion Recognition with Anomaly Detection\u003c\/a\u003e\u003cbr\u003eAn End-to-End Tutorial\u003c\/li\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64368\" target=\"_blank\"\u003eSmart Ventilation System: Fusing Sound and Environmental Data\u003c\/a\u003e\u003cbr\u003eA Dual-MCU Machine Learning Approach for Automated Window and Louver Control\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64379\" target=\"_blank\"\u003eBringing Voice Control to Earbuds and Headsets\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/www.elektormagazine.com\/magazine\/elektor-469\/64373\" target=\"_blank\"\u003eAI at the Edge: Powering the Next Generation of Devices\u003c\/a\u003e\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elektor Digital","offers":[{"title":"Default Title","offer_id":56058980041036,"sku":"ED-0542","price":9.5,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0626\/6280\/3788\/files\/elektor-edge-impulse-guest-edition-2025-pdf_en.png?v=1764061384","url":"https:\/\/www.qavlunxerzi.info\/products\/elektor-edge-impulse-guest-edition-2025-pdf-en","provider":"Elektor","version":"1.0","type":"link"}