The Raspberry Pi 5 is the ideal computer for experimenting with the world of neural networks, artificial intelligence, and machine learning. Combined with the Raspberry Pi AI Kit, you can integrate local, high-performance, energy-efficient recognition into your projects. With the AI Kit, you can create complex real-time vision AI applications with low latency and low power requirements.

This book shows you how to get started with pre-trained models or models you train yourself. You will learn how to work with models that can: recognize a variety of objects and label them, estimate the pose of a person, animal, or robot, identify facial landmarks such as eyes, nose, and lips, and classify things based on their appearance.

When you combine the Raspberry Pi with artificial intelligence, you have the ability to create all kinds of things: robots that can interact intelligently with their environment, games that use the physical world as a playground, and home automation systems that adapt to the environment in real time. Not limited by pre-trained models? With the Hailo Dataflow Compiler (DFC), you can customize the kit for various use cases. With this guide, you’ll be ready to run your own Raspberry Pi-powered applications in no time!