GPT-4V as Traffic Assistant: An In-depth Look at Vision Language Model on Complex Traffic Events

The recognition and understanding of traffic incidents, particularly traffic accidents, is a topic of paramount importance in the realm of intelligent transportation systems and intelligent vehicles. This area has continually captured the extensive focus of both the academic and industrial sectors. Identifying and comprehending complex traffic events is highly challenging, primarily due to the intricate nature of traffic environments, diverse observational perspectives, and the multifaceted causes of accidents. These factors have persistently impeded the development of effective solutions. The advent …

academic accidents assistant cs.cv events focus gpt gpt-4v importance industrial intelligent intelligent transportation language language model look recognition systems traffic transportation understanding vehicles vision vision language model