How to Build an Edge AI Machine-Vision Inspection System
Introduction Manufacturing companies increasingly use machine vision to inspect products, identify defects, and improve production quality. Traditional inspection systems often depend on fixed image-processing rules, while modern systems can use artificial intelligence (AI) to recognize more complex patterns. Edge AI takes this technology one step further by running the AI model directly on an industrial […]
Edge AI Development Boards Compared: MCU vs. NPU vs. Embedded GPU
Introduction Edge AI is changing how electronic products, industrial machines, and smart devices process data. Instead of sending every sensor reading or image to a cloud server, an Edge AI device can analyze information locally and respond in real time. However, choosing the right development board can be challenging. Should you use a low-power microcontroller […]