Machine Learning And AI

Projects in this area use on‑board AI and machine learning to run perception, decision making, and automation tasks without relying on cloud compute. Suitable for autonomous robotics, smart sensing, and education experiments that need fast feedback and offline capability.

Expect a range of form factors from microcontroller‑class boards to small single‑board computers, all with ready‑to‑run ML toolchains and support for common inference frameworks. Connectivity options like Bluetooth, Wi‑Fi, and wired interfaces help sensors and actuators plug in, while expansion docks and standard footprints improve compatibility and future proofing. Vision and sensor modules add capabilities such as object recognition and tracking, colour and QR reading, or gesture sensing, with reliable operation and straightforward integration into existing electronics projects.