Artificial Intelligence Development in Sensors and Computer Vision for Health Care and Automation Application

Machine Learning in Augmented Reality for Automotive Industry

Author(s): Minh Long Hoang *

Pp: 149-161 (13)

DOI: 10.2174/9789815313055124010010

* (Excluding Mailing and Handling)

Abstract

The augmented reality (AR) field has experienced substantial progress in recent years, driven by breakthroughs in hardware, software, and computer vision techniques. Artificial intelligence (AI) integration has significantly enhanced AR, making it more accessible and expanding its practical applications across various industries, notably in automotive manufacturing. In this context, AR aids assembly processes by improving the efficiency and accuracy of assembly line workers. AR systems provide real-time guidance and feedback by incorporating object detection, tracking, and digital content overlay, increasing productivity and superior quality in automobile production. This chapter delves into the transformative role of AR in the automotive industry, highlighting its impact on the design process, manufacturing, and customer experience. Drawing on Machine Learning (ML) methodologies discussed in previous chapters, the chapter explores how AR technologies are employed to streamline complex assembly tasks, reduce human error, and enhance overall operational efficiency. The design process benefits from AR through enhanced visualization and prototyping, allowing for more precise and creative developments. In manufacturing, AR supports workers by overlaying critical information and instructions directly onto their field of view, facilitating faster and more accurate assembly operations. This real-time assistance boosts productivity and ensures that higher quality standards are met consistently. The chapter addresses the use of AR in enhancing the customer experience, from virtual showrooms to personalized, interactive user manuals, creating a more engaging and informative interaction with the product. By providing a comprehensive overview of AR's applications in the automotive sector, this chapter underscores the technology's potential to revolutionize industry practices. The integration of AI and AR not only enhances current manufacturing processes but also paves the way for innovative advancements in automotive design and customer engagement.


Keywords: Augmentation Reality, machine learning, AI, Automobile.

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