The Raspberry Pi is a small, single-board computer that is often used for educational and hobbyist projects. However, it is not typically considered to be a powerful computer. This video demonstrates combining Raspberry Pi with Google Coral, which is an edge AI platform that provides hardware, software, and pre-trained models to help developers build intelligent devices that can run machine learning models locally.