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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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This kit includes iFixit's widest assortment of bits, complete with every driver head you’ll need to tackle any repair or DIY project. It includes standard bits like Phillips and Flathead in a full range of sizes to handle everything from precision electronics repair to home DIY projects. And it wouldn’t be an iFixit bit set if it didn’t include all the exotic bits from Pentalobes for Apple iPhone and MacBook repair to Gamebits for your vintage Nintendo consoles. All of the next-gen bit sets have been re-designed in order to maximize convenience and usability. The bit set lid is held in place with magnets to increase product lifespan (no more broken hinges or clasps) and also mounts to the back of the bit set case to keep it out of the way while you do your work. If you need help keeping your screws and parts organized, you can use the lid’s integrated sorting tray. The 4 mm bits have been adjusted and have now a longer neck for a deeper and more precise reach. Toolkit bevat Easy-to-Open Magnetized Case Lid with Built-in Sorting Tray 4 mm Aluminum Bit Driver 1/4' Aluminum Bit Driver 4 mm Screwdriver Bits Phillips - 000, 00, 0 Flathead - 1, 1.5, 2, 2.5, 3, 3.5 mm Torx - T2, T3, T4, T5 Torx Security - TR6, TR7, TR8 Pentalobe - P2, P5, P6 JIS - 000, 00, 0, 1 Hex - 0.7, 0.9, 1.3, 1.5 mm Hex Security - 2, 2.5, 3, 3.5 mm Tri-point - Y000, Y00, Y0, Y1 Nut driver - 2.5, 3, 3.5, 4, 4.5, 5, 5.5 mm Gamebit - 3.8, 4.5 mm Spanner - 4, 6 Triangle - 2, 2.2, 2.6, 3 mm Oval Bit iPhone Standoff Bit Sim Eject Bit Magnetic Pickup Bit 1/4' Screwdriver Bits Phillips - 1, 2, 3 Flathead - 4, 5, 6, 7, 8 mm Hex Security - 4, 5, 6, 7, 8 mm Hex Security SAE - 1/8, 9/64, 5/32, 3/16, 7/32, 1/4 Pozidriv - PZ0, PZ1, PZ2, PZ3 Torq-set - 6, 8, 10 Spanner - 8, 10, 12 Square - 0, 1, 2, 3 Spline - M5, M6, M8 Torx Security - TR9, TR10, TR15, TR20, TR25, TR27, TR30, TR35, TR40 Tri-wing 1, 2, 3, 4 Clutch 1, 2, 3 Schrader Valve Hook Drive 1/4' to 4 mm Adapter 1/4' Driver to 1/4' Socket 1/4' Driver to 3/8' Socket 1/4' Socket to 1/4' Driver Specificaties Bit Metal: 6150 Steel Driver Material: Anodized Aluminum Case Material: ABS Foam: EVA

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The SQ series of handsfree PCBite probes from Sensepeek are insulated, come with included color-coded cable holders and have a lower point of gravity making them even more stable compared with the original SP series of probes. All the loved features of handsfree measurement, exchangeable fine pitch spring tipped test needle and the minimalistic design is maintained to make traditional sized and handheld probes obsolete. Features All handsfree probes from Sensepeek makes instant measurements or long triggering sessions a breeze. No more soldering wires to connect your probe or complicated tools to setup, just positioning the probe needle on any test point or component in the signal path and release. Saves time and frustration during development, verification and repairs. The minimalist design and the spring-loaded test needle makes it possible to simultaneously measure on fine pitch components and nearby signals. Both length and weight of the SQ probes are perfectly balanced to be used with PCBite PCB holders and base plate which is a must for handsfree function. The probe holder comes with a powerful magnet in the base, as for all PCBite probes and holders which makes the probe easy to place and reposition. The SQ series of probes can be used handheld without the probe holder as they have an insulated grip but their full potential is used when measuring handsfree. Included 2x SQ10 probes and pin tipped test needles (red/black) 2x Banana to dupont test wires (red/black) 1x Set of cable holders (red/black) 2x Extra test needles Downloads User guide

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A Hands-on Guide to Crafting Your Own Power Plant The book you are about to read provides a step-by-step guide for building a renewable energy power plant at home. Our goal was to make the book as practical as possible. The material is intended for immediate application with a small amount of theory. Yet, the theory is important as a foundation that saves time and effort by disabusing the readers of potential misconceptions. Specifically, upon having a firm understanding of photovoltaic physics, you will not be inclined to fruitlessly search for 90% efficient solar panels! We want our readers to be the “doers”. If the book gets covered in grime and some pages become torn while you are building your power plant – this is the best compliment to us. The book covers solar and wind energy. Also, a curious power source based on manure is discussed as well, giving the doers an opportunity to further develop the manure fuel cell. It is important to note that there are many companies offering installation of complete solar solutions. Upon installing the panels, the system is not owned by the customer. Therefore, there is no freedom for experimentation and optimization. Also, none can beat the cost of a DIY solution as well as the ultimate satisfaction. All that is written here is a result of us building a renewable energy solution in Southern California. As the book was completed, the energy began flowing!

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Upgrade je Andonstar AD409, AD409 Pro of AD409 Pro-ES naar het Max-model met deze uitbreidingsset. Het nieuw ontworpen, oversized Max-station biedt voldoende werkruimte, waardoor het perfect is voor grotere projecten en ideaal voor professionele soldeertaken. Inbegrepen 1x Standaard met 2 LED's 1x Reparatiemat 1x Drager 1x Kolom 1x Gereedschapshouder 1x Solderende helpende handen

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De PCBite loep (premium bouwkwaliteit gemaakt van CNC-bewerkt aluminium) vergroot uw doel en maakt het gemakkelijker om te zien tijdens het solderen, inspectie en metingen. Vooral nuttig bij het plaatsen van PCBite handsfree probes op fijne pitch SMD-componenten tijdens metingen. 3x vergrotende randloze lens voor betere zichtbaarheid van het werkoppervlak en AR coating (anti-reflectie) om reflecties van nabije lichtbronnen te verminderen. Geoptimaliseerd ontwerp, vergroting en brandpunt voor gebruik in combinatie met de PCBite PCB houders en voetplaten die in alle PCBite kits zitten. Kan ook uit de hand worden gebruikt, maar niet standalone zonder een metalen oppervlak als basis. Aan de onderkant van de loepvoet bevindt zich een sterke magneet die perfect in sterkte is uitgebalanceerd. Een lage frictie bodemkap beschermt de magneet en de basisplaat zodat de loep gemakkelijk te verschuiven is bij het verplaatsen of verwijderen van de loep van de basisplaat. Frictie gebaseerde aanpassing van de lens kantel- en draaiposities maakt vervelende en ingewikkelde stelschroeven overbodig.

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De SMD Starter I prototype-productielijn bestaat uit de TSD240 stencilprinter, de PlaceMAN SMD-plaatsingsmachine en de 3LHR10 reflow-oven. Stencilprinter SD240 (+ metalen rakel 155 mm) Stencilformaat: max. 175 x 255 mm Boardformaat: max. 180 x 240 mm Afmetingen basiseenheid: 410 x 270 x 110 mm Gewicht: 6,7 kg incl. metalen rakel 155 mm incl. 8 magneten om de printplaat vast te houden, waarvan 6 met M3-instelschroef incl. transparante plaatsingshulp en viltstift Handmatige SMD-plaatsingsmachine PlaceMAN voor standaardcomponenten incl. vacuümpomp (zonder feeders, camera, monitor en dispenser) Uitgerust met soepel lopende plaatsingsarm, plaatsingskop met eenhandsbediening, rotatie van de Z-as en automatische vacuümafsluiting, incl. printplaathouder, vacuümunit en 2 plaatsingsmondstukken met rubberen zuignappen. Capaciteit feeders (niet inbegrepen) 2x invoercassette voor 10 x 8 mm rollen links 4x invoercassette voor toevoereenheden van elk 5 magazijnen Verdere toevoersystemen zijn mogelijk binnen het plaatsingsgebied, bijvoorbeeld een insteeksysteem voor strooktoevoer. Afmetingen Basiseenheid (LxBxH): 765 x 390 x 210 mm Met invoercassette voor 10 x 8 mm rollen (LxBxH): 765 x 390 x 210 mm Met voedingscassette voor 10 x 8 mm rollen en voedingscassette voor magazijninvoer (LxBxH): 765 x 430 x 210 mm (hoogte kan variëren afhankelijk van de lengte van het magazijn) Met voedingscassette voor 10 x 8 mm rollen incl. houder voor 10 rollen en voedingscassette voor magazijninvoer (LxBxH): 765 x 430 x 210 mm (hoogte kan variëren afhankelijk van de lengte van het magazijn) Specificaties Gewicht basiseenheid: ca. 6 kg As verplaatsing (x,y,z): 470 x 230 x 15 mm Max. Werkgebied: 380 x 240 mm Max. PCB-formaat: 230 x 360 mm Voeding Netadapter: 230/12 V, 800 mA Voeding vacuümpomp: 230 V, 6 W 3LHR10 Reflow Oven (programmeerbaar voor loodvrij solderen met handmatige lade en met tabletbediening) Reflow-oven met IR- en convectieverwarming. Geforceerde hete lucht convectie zorgt voor een gelijkmatig temperatuurprofiel in de hele oven. Na het handmatige openen van de afsluiting worden de ventilatoren ingeschakeld en wordt de gesoldeerde printplaat snel afgekoeld. Kleine reflow-oven met handmatige opening Klaar voor Industrie 4.0, Bluetooth-communicatie + tablet IR + convectieverwarming. Android-app voor verbinding met tablet of smartphone 100 verschillende gebruikersprogramma's Leveringsomvang: 3LHR10, tablet met app, beschermhoes voor tablet, 4 printplaathouders, extern thermokoppel, handleiding in tablet Toepassing Sluit de oven aan op het elektriciteitsnet en sluit de optioneel verkrijgbare afzuigunit (3LFE10S) aan op de luchtafvoeraansluiting. Na de eerste keer inschakelen zoekt de oven naar een tablet of smartphone. Wanneer beide verbonden zijn in de Android-app, selecteer je de programmering van de oven. Hier kunnen de temperatuur en voorverwarmingstijd worden ingesteld, evenals andere dingen. Registreer je met de tablet om de software in zijn geheel te kunnen gebruiken. Als de oven al geprogrammeerd is, kan de gebruiker het proces bedienen met de knoppen en het display aan de voorkant. Er klinkt een toon wanneer het reflow proces is voltooid. Er wordt ook een signaal weergegeven op de tablet/smartphone. De lade moet nu handmatig worden geopend. De Android-app geeft de processtatus, tijd en temperatuur of andere informatie weer. Specificaties Netaansluiting: 230 V, 50 Hz Maximaal vermogen: 3100 W Temperaturen: 50-260°C Afmetingen: 510 x 370 x 340 mm Maximaal gewicht: 16 kg Afmetingen rooster: 350 x 220 mm Maximale afmetingen van de printplaat: 300 x 200 mm Maximale componenthoogte op de PCB: 50 mm boven, 30 mm onder Leveringsomvang Stencilprinter TSD240 SMD-plaatsingsmachine PlaceMAN Reflow-oven 3LHR10

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FLUX Beamo is a powerful and compact 30 W CO2 desktop laser cutter that can cut and engrave a range of materials including metals. With its easy-to-use design, intuitive controls and features, you can effortlessly create amazing things. Built-in HD camera Cutting and engraving is hassle-free with our preview mode. Place your material, preview the work area in the Beam Studio software and engrave. Your design comes out exactly as shown in the preview. Integrated safety features If left opened, auto pause ensures the laser stops. The internal water cooling system provides a stable cutting process. Plus, you can stop production with a single switch at any time. Powerful high resolution laser The Beamo ultra thin laser can engrave exceptional detail down to 0.05 mm wide with a clear resolution of 1,000 dpi. Fitting for any craft or small business project. The most precise compact CO2 laser engraver Beamo's sleek, modern and compact design fits beautifully in any home, school or workshop space. It comes pre-assembled with a metal body and acrylic lid, measuring 615 x 445 x 177 mm. Bring your designs to life with its 30 W CO2 laser operating on a 30 x 21 cm work area. Safe for home and school Beamo prioritises safety with its thoughtful design features. The machine is fully enclosed, and it automatically pauses if the lid is opened during a task. Additionally, there is a single switch for immediate machine shutdown in case of emergencies. Beamo is equipped with a Class 1 laser, which is completely safe under normal use. Specifications Dimensions 615 x 445 x 177 mm Weight 22 kg Work Area 300 x 210 x 45 mm (11.81 x 8,27 x 1.77") Camera Preview Area 300 x 195 mm Voltage AC 110 V / 220 V Touch Panel 1024 x 600 LCD Camera HD CMOS I/O Wi-Fi / Ethernet Laser Spec 30 W CO? Laser Laser Moving Speed 0~300 mm/s Laser Cutting Thickness 0-5 mm (varies by material) Software Mode Vector / Graphic (monochrome, gray scale) Operating System Windows / macOS / Linux Software File Type JPG / PNG / SVG / DXF Included FLUX Beamo (distilled water included) Vent hose Duct Clamp Double sided tape to align the mirror's Ethernet cable Vent Hose Double head wrench Wood piece Torx screwdriver and 2.5 mm hexagonal wrench Funnel 1x Laser Cutter Lubricant Power cord Wifi Dongle USB Beamo Manual Honey Comb Platform (30 W) Downloads Firmware

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FLUX Ador is the world's first color printing laser cutter. Powered by three high-quality, interchangeable modules, Ador enables you to engrave and cut though a wide range of materials while enhancing your projects with a pop of color. New creative potential with Ador Whether you’re an educator, small business, crafter or designer, with Ador, the application boundary is for you to define. Easy to use Place material then autofocus Drag and drop your design Engrave, cut or print Project Completed! Big workspace, big ideas Ador offers a big working space of 430 x 300 mm, with a depth of 30 mm, expanding the horizons of your creativity. Specifications Dimensions 637 x 488 x 226 mm Weight 19 kg Work Area X&Y: 20 W Diode laser: 430 x 300 mm (X & Y varies with different modules)Z: 30 mm (for all modules) & 20 mm (with prism) Camera Preview Area Whole work area Voltage AC 110-240 V Touch Panel Yes, 8 inches (diagonal) Camera 8 MP I/O USB / WiFi Laser Spec W Diode laser Module Laser Moving Speed 0~400 mm/s Laser Cutting Thickness Varies for different materials Software Mode Vector / Graphic (monochrome, gray scale) Operating System Windows / macOS / Linux Software File Type JPG / PNG / SVG / DXF Included FLUX Ador 20 W diode laser module 6x prism lift Power adapter Power cord Hex key Vent Hose Vent hose Duct Clamp Wooden test piece Laser Cutter Lubricant Downloads Firmware

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