Recorded computer software and hardware for operating partially automated, self-driving and autonomous vehicles; recorded computer software and hardware for use with partially automated, self-driving and autonomous vehicles; recorded computer software enabling partially automated, self-driving and autonomous functionalities using neural networks; recorded 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, multiobject 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 recorded 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 recorded machine learning software; artificial intelligence software for vehicles; software for artificial neural networks; recorded computer software and hardware for simulator environments; recorded computer software and hardware for simulator environments for testing and training of self-driving and autonomous vehicle functionalities; downloadable computer software using artificial intelligence; downloadable software for processing images, graphics and text; recorded computer software and hardware in the field of artificial intelligence and machine learning; recorded computer software and hardware to build artificial intelligence systems; computer software and hardware to create, manage, annotate, record, validate, customize and label training, testing and validation data for artificial intelligence systems, including versioning and tracing of data that has been used for training of artificial intelligence systems.