Computer software and hardware for monitoring, operating and controlling self-driving and autonomous vehicles; computer software and hardware for training, verification, development and maintenance of hardware and software solutions for self-driving and autonomous vehicles; computer software and hardware for driving simulators, and for semi-supervised annotation and camera image-based labelling tools; computer software and hardware for calibrating self-driving and autonomous vehicles also in relation to surround view and to correct self-localization, including collecting data from multiple cameras and sensors of vehicles; computer software and hardware for collecting data for testing and situation analysis, and for supplying the data for deep learning for self-driving functionalities; computer software and hardware for training, verification, development and maintenance of self-driving and autonomous vehicle functionalities, namely, of 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