In this paper. we investigate the use of Vision Transformers for processing and understanding visual data in an autonomous driving setting. Specifically. we explore the use of Vision Transformers for semantic segmentation and monocular depth estimation using only a single image as input. https://www.truvisionhealthftp.com/