Drive assist and safety devices and systems, namely, forward collision warning systems, autonomous emergency brakes, backward collision warning systems, lane departure warning systems, lane keep assist systems, blind spot detection systems; parking assist devices and systems, namely, smart parking assist sensor systems, forward-backward parking sensors; advanced driving visibility devices and systems in the nature of sensors; computer software and hardware for operating self-driving and autonomous vehicles; computer software and hardware for use with self-driving and autonomous vehicles; computer software enabling self-driving functionalities using neural networks; computer software and hardware for self-driving and autonomous vehicles, namely, for artificial intelligence, deep learning, computer vision, image analysis, image recognition, autonomous vehicle monitoring and control, driver-assisted vehicle monitoring and control, vehicle subsystem monitoring and control, decision-making for vehicle control, adapting to different driving cultures and situation-specific driving styles, human-machine interfaces for vehicles, object detection, lane detection, semantic segmentation for vehicle control, multi-object tracking, tracking and predicting motion patterns of surrounding objects, recognizing emergency situations, navigation and self-localization, facial analysis, and image recognition; artificial intelligence apparatus, instruments and software applicable to self-driving and autonomous vehicles, namely, sensors and software for controlling self-driving and autonomous vehicles; apparatus for the processing of images; navigation, guidance, tracking, targeting and map making devices and systems for operating self-driving and autonomous vehicles