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The Raspberry Pi 5 is the perfect computer to experiment with the world of neural networks, artificial intelligence, and machine learning. Coupled with the Raspberry Pi AI Kit, you can integrate local, high-performance, power-efficient inferencing into your projects. WIth the AI Kit, you can build complex AI vision applications, running in real time, with low latency and low power requirements. This book shows you how to get up and running with pretrained models or models you train yourself. You'll learn how to work with models that can:Identify a variety of objects and highlight them for youEstimate the pose of a personal, animal, or robotDiscern facial landmarks such as eyes, nose, and mouthClassify things based on their appearanceWhen you combine Raspberry Pi with artificial intelligence, it gives you the power to create all sorts of things: robots that can interact intelligently with their surroundings, games that use the physical world as a playing field, and home automation systems that adjust to the environment in real time. You're not limited by the pretrained models; with the Hailo Dataflow Compiler (DFC), you can fine-tune the kit for a variety of use cases. With this guide, you'll be up and running with your own Raspberry Pi-powered applications in no time!
Space exploration is fascinating and inspiring for children and adults alike. With the tiny Raspberry Pi computer helping to change the world little-by-little, it was only a matter of time before it went to space to help out there as well. This new adventure is called the Astro Pi project. To help the Raspberry Pi in its extraterrestrial mission, the Sense HAT was created to provide more functionality; the Sense HAT board sits on top of the Raspberry Pi, and has lights and sensors to allow the Pi to interact with the outside world.Master essential world-sensing skills:What is the Sense HAT?How does the Astro Pi mission work?Master the Sense HAT's capabilitiesBuild a fun gravity simulatorMake a digital Magic 8 BallCreate an interactive pixel petBuild a reactions testing gameMake a powerful data loggerIn this book, we aim to help you figure out exactly what the Sense HAT is and how you could use it to make your projects and dreams a reality. It's an incredibly versatile and flexible bit of kit with plenty of very obvious uses, along with many many less-obvious ones, that you'll love to make and share.Updated for the latest Raspberry Pi devices and hardware, this book has everything you need to get started.
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