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, adaptive cruise control systems, automated lane centering systems, highway assist systems, automated traffic jam pilots; parking assist devices and systems, namely, smart parking assist systems, forward-back ward parking sensors, automated parking systems; advanced driving visibility devices and systems; computer software and hardware for operating partially automated, self-driving and autonomous vehicles; computer software and hardware for use with partially automated, self-driving and autonomous vehicles; computer software enabling partially automated, self-driving and autonomous functionalities using neural networks; computer software and hardware for partially automated, self-driving and autonomous vehicles, namely, for artificial intelligence, deep learning, computer vision, image analysis, image recognition, partially automated and 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; data processing apparatus and instruments with artificial intelligence, and artificial intelligence software applicable to partially automated, self-driving and autonomous vehicles; apparatus for the processing of image; navigation, guidance, tracking, targeting and map making devices and systems for operating partially automated, self-driving and autonomous vehicles, artificial intelligence and machine learning software; artificial intelligence software for vehicles; artificial neural network