Omschrijving
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 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.
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
