JadeMarsia

If you want to run artificial intelligence models locally on a Windows PC with an AMD Ryzen AI processor, the AMD Ryzen AI software stack provides the tools you need. This guide explains the complete workflow, from installing the necessary software to executing a model on the dedicated Neural Processing Unit (NPU) included in supported Ryzen CPUs.

Feb 25, 2026

This project explains how to build a simple facial recognition system using a Raspberry Pi, a camera module, and AWS Rekognition. The Raspberry Pi captures images when motion is detected, then sends those images to AWS to check if the face matches someone stored in a face collection. If a match is found, it logs the result. It can be expanded for practical uses like smart door access, security monitoring, or automated alerts.

Mar 3, 2026