Edge Hardware - Raspberry Pi, Jetson & Friends

From tiny microcontrollers to GPU-powered boards, edge hardware is the backbone that brings AI into the real world

Behind every smart edge system, there’s a small but powerful device doing all the rea; work. These compact boards run AI models, connect to sensors, and make instant decision without depending on the cloud. Let’s meet the main heroes of EdgeAI.

Raspberry Pi is the friendly all-rounder — cheap, flexible, and perfect for beginners. It can run lightweight AI models, handle camera feeds, and serve as the brain for simple robots or smart home setups. It’s not the fastest, but it gets the job done brilliantly for learning and prototyping.

NVIDIA Jetson is the beast of edge hardware. With built-in GPUs, it handles real-time AI like object detection, drones, and robot. Think of it as “AI on steroids”, made for tasks that need speed and precision. And then you have Arduino, ESP32, and microcontroller — the tiny, ultra-low-power devices for TinyML and sensor-based intelligence.