HawkDrive: A Transformer-based Visual Perception System for Robust Autonomous Driving in Low-Light Conditions

HawkDrive is a novel perception system that combines hardware solutions, including a stereo camera setup and an Nvidia Jetson Xavier AGX edge computing device, with transformer-based neural networks for low-light enhancement, depth estimation, and semantic segmentation to enable robust autonomous driving in nighttime conditions.