Elektor Mag №542 Special Edition 2025 - Guest Edited

Elektor Mag №542 Special Edition 2025 - Guest Edited
English | 124 Pages | True PDF | 36.1 MB

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 AI. A 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 Fusion AI-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 Detection Applying real-time vision to healthcare logistics.
  

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