Automotive AI Integration: On-Board Machine Learning for ADAS Sensor Fusion, Predictive Systems, and In-Vehicle Intelligence

· ChatStick Team
Ebook
92
Pages

About this ebook

Accelerate your automotive engineering career with the definitive guide to deploying machine learning inside modern software-defined vehicles. Automotive AI Integration provides a deep dive into implementing high-performance neural networks on automotive microprocessors and system-on-chips (SoCs).


Designed for engineers, developers, and researchers, this book covers the complete development lifecycle for automotive edge intelligence. Learn how to select and optimize hardware like NVIDIA DRIVE Orin, Qualcomm Snapdragon Ride, and Mobileye EyeQ. Discover the math and methods behind model optimization, including INT8/FP8 quantization, pruning, and TensorRT compilation.


Explore mission-critical topics like camera, radar, and LiDAR sensor fusion, AUTOSAR Adaptive service-oriented architecture, and compliance with strict functional safety standards like ISO 26262 (ASIL-D) and MISRA C++. Additionally, master the deployment of cutting-edge features including Driver Monitoring Systems (DMS), federated learning, secure OTA rollback pipelines, and on-board large language models (LLMs) for smart assistant integration.


Equip yourself with the tools to build next-generation autonomous driving, ADAS, and connected vehicle applications today.

Accelerate your automotive engineering career with the definitive guide to deploying machine learning inside modern software-defined vehicles. Automotive AI Integration provides a deep dive into implementing high-performance neural networks on automotive microprocessors and system-on-chips (SoCs)...

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About the author

About the Author

Our dedicated team of historians, researchers, and writers at ChatStick has come together to bring you an exceptional series on world history. With a shared passion for knowledge and a deep appreciation for the rich tapestry of human history, we are committed to crafting engaging and insightful books that transport readers through time.

Led by our team leader, Choochai Thianthae, who holds a wealth of experience in historical research and writing, our team is driven by a collective vision to make history accessible and captivating for readers of all backgrounds. We believe that understanding the past is crucial to understanding our present and shaping a better future.

Inspiration for our series stems from the awe-inspiring stories, events, and individuals who have shaped civilizations across the globe. We draw inspiration from the courage of ancient warriors, the intellectual brilliance of philosophers, the artistic genius of visionaries, and the indomitable spirit of those who fought for justice and equality.

Our team combines rigorous research with a commitment to storytelling, ensuring that our books not only present facts but also breathe life into the characters, cultures, and events of the past. We strive to provide a holistic view of history, encompassing political, social, economic, and cultural aspects, enabling readers to develop a comprehensive understanding of the world's intricate historical tapestry.

We are inspired by the belief that history is a powerful tool for personal growth and societal progress. Through our books, we aim to ignite curiosity, foster critical thinking, and encourage a deep appreciation for the diverse stories and experiences that have shaped human civilization.

Join us on this exciting journey through time as we unravel the mysteries, triumphs, and lessons of our shared past. The ChatStick Team is honored to share this series with you, and we hope that our books inspire a lifelong love for history and a greater understanding of the world we inhabit.

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About the Author Our dedicated team of historians, researchers, and writers at ChatStick has come together to bring you an exceptional series on world history. With a shared passion for knowledge and a deep appreciation for the rich tapestry of human history, we are committed to crafting engaging...

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