Erhältlich:
Nicht auf Lager
Buch (Softcover): Fachbuch
Deep Learning on Mobile Robots
Running AI on Your Robot to Recognize Objects, Street Signs, and Human Faces in Real Time
Verlag:
Independently Published Unsere-Artikel-Nr.: P36816671
EAN: 9798190650495
Erhältlich:
Nicht auf Lager
Zustellung: Di, 22.09.2026
Versand: Kostenlos
CHF 33.75
Beschreibung
How can a robot see, understand, and respond to the world around it. Modern mobile robots are becoming increasingly intelligent by combining deep learning, computer vision, and embedded AI systems. to recognize objects, interpret environments, and make autonomous decisions in real time. Deep Learning on Mobile Robots. provides a practical guide to building intelligent robotic systems capable of visual perception and real-world interaction. This book explains how neural networks and AI models can be deployed directly on robots to identify objects, detect road signs, recognize human faces, and support autonomous navigation. Inside this book, you will learn:. The fundamentals of deep learning and computer vision for robotic applications. How mobile robots use cameras and sensors to perceive their surroundings. Convolutional Neural Networks (CNNs) for image classification and object recognition. Real-time object detection using modern AI models such as YOLO-based architectures. Face detection and facial recognition techniques for human-robot interaction. Training and optimizing deep learning models for robotic platforms. Running AI inference on embedded hardware with limited computing resources. Using GPUs, edge AI devices, and optimized neural networks for faster performance. Integrating deep learning with robot navigation and autonomous decision-making. Practical challenges including latency, accuracy, power consumption, and deployment limitations. Whether you are a robotics student, AI developer, engineer, researcher, or robotics enthusiast, this book will help you understand how artificial intelligence moves from the computer screen into the physical world. From warehouse robots and autonomous vehicles to service robots and intelligent machines, deep learning is transforming how robots perceive and interact with humans and their environments. Learn how to design the vision systems behind the next generation of autonomous robots and discover the technologies enabling machines to recognize, understand, and navigate the world around them.
Spezifikationen
Sprache
- Englisch
Autor
- Nathan Westwood
Erscheinungsjahr
- 2026
Format
- Buch (Softcover)
Anzahl Seiten
- 166