生成式人工智能技术进展及其在自动驾驶领域的应用与展望

Progress of Generative Artificial Intelligence Technology and Its Application and Prospects on Autonomous Driving

生成式人工智能,一种基于神经网络模型实现内容生成的技术,近年来受到业界以及学术界广泛的关注。随着该技术在各领域应用的不断深入,基于生成式人工智能的大模型对自动驾驶领域的技术方案变革也带来了巨大的影响。本文对生成式人工智能技术与大模型的发展脉络进行梳理,包括其分类方式和代表性模型,并对生成式模型在自动驾驶领域的应用进行深入分析,最后,对生成式人工智能技术及自动驾驶技术的发展方向进行总结和展望。

Generative Artificial Intelligence(Generative AI),a technology based on neural network models for content generation,has received widespread attention in the industry and academia in recent years.With the continuous deepening of the application of this technology in various fields,the large model based on Generative AI has also a huge impact on the transformation of technical solutions in the field of autonomous driving.This article provided a brief overview of the development of Generative AI technology and large models,including their classification methods and representative models.At the same time,this article also delved into the application of generative models for the field of autonomous driving.Finally,a summary and prospect were conducted in the future development direction of Generative AI technology and autonomous driving technology.