Systems and methods are disclosed herein for monitoring a location of a client device associated with a transportation service and generating augmented reality images for display on the client device. The systems and methods use sensor data from the client device and a device localization process to monitor the location of the client device by comparing renderings of images captured by the client device to renderings of the vicinity of the pickup location. The systems and methods determine navigation instructions from the user's current location to the pickup location and select one or more augmented reality elements associated with the navigation instructions and/or landmarks along the route to the pickup location. The systems and methods instruct the client device to overlay the selected augmented reality elements on a video feed of the client device.

A system for transportation includes a vehicle having a user interface, and a robotic process automation system wherein a set of data is captured for each user in a set of users as each user interacts with the user interface, and wherein an artificial intelligence system is trained using the set of data to interact with the vehicle to automatically undertake actions with the vehicle on behalf of the user.

A method of optimizing an operating state of a vehicle includes classifying, using a first neural network of a hybrid neural network, social media data sourced from a plurality of social media sources as affecting a transportation system. The method further includes predicting, using a second neural network of the hybrid neural network, one or more effects of the classified social media data on the transportation system. The method further includes optimizing, using a third neural network of the hybrid neural network, a state of at least one vehicle of the transportation system, wherein the optimizing addresses an influence of the predicted one or more effects on the at least one vehicle.

A navigation prompt message method includes acquiring a planned driving path including a first intersection and a second intersection to be passed successively. The method further includes, in response to the second intersection being located within a distance threshold of the first intersection, acquiring lane information of a connecting road between the first intersection and the second intersection. In response to the second intersection being located within a distance threshold of the first intersection, the method further includes determining a recommended driving lane on the connecting road based on the lane information, and generating, before a vehicle passes through the first intersection, a navigation prompt message indicating the recommended driving lane the navigation prompt message guiding the vehicle to drive on the recommended driving lane after passing through the first intersection.

An information processing method, an information processing system, an information processing device, and an information terminal of the present invention, accepts a destination for the vehicle, then searches for the travel route to the destination and sets as a first travel route, and sets a travel start time to start traveling on the first travel route. Then, vehicle information is acquired for the vehicle in advance of the travel start time by a prescribed time after the setting of the first travel route; and a travel route to the destination is searched again and a second travel route is set based on the vehicle information.

A computer-implemented method for predicting properties of a plurality of objects in a vicinity of a vehicle includes multiple steps that can be carried out by computer hardware components. The method includes determining a grid map representation of road-users perception data, with the road-users perception data including tracked perception results and/or untracked sensor intermediate detections. The method also includes determining a grid map representation of static environment data based on data obtained from a perception system and/or a pre-determined map. The method further includes determining the properties of the plurality of objects based on the grid map representation of road-users perception data and the grid map representation of static environment data.

The appearance of content that guides a traveling path of a vehicle is improved. When a display control ECU shifts a path line, which is expressed by path line information included in map information for navigation, in a vehicle transverse direction in accordance with a distance along the vehicle transverse direction between a position of a vehicle and the path line, the display control ECU causes content to be displayed on a HUD at a corresponding position on the shifted path line.

A system for associating perceived and mapped lane edges can include a processor and a memory. The memory includes instructions such that the processor is configured to receive a sensor data representing a perceived object; receive map data representing a map object; determine a cost matrix a cost matrix indicative of an association cost for associating the map object to the perceived object; compare the association cost with an association cost threshold; and associate the perceived object with the map object based on the association cost.

A computing system for alternate path generation is disclosed. In aspects, the computing system can implement methods to generate the alternate paths by: identifying an optimal path to a destination node on a first graph, generating a path graph, and generating an alternate path sequence based on the path graph. In aspects, the computing system can further generate an interactive graphical user interface (GUI) for displaying the alternate path sequence and transmit the interactive GUI to a display unit for display.

An embodiment terminal system for a taxi vehicle includes a first terminal positioned for a passenger of the taxi vehicle, and a second terminal positioned for a driver of the taxi vehicle and configured to display a first communication user interface (UI) for receiving information to be transferred from the driver to the passenger on a first screen, and in response to any one of first options included in the first communication UI being selected, to transmit first message information that is determined based on the selected any one first option to the first terminal, wherein the first options included in the first communication UI are chosen based on driving status information of the taxi vehicle, a boarding type of the passenger, or surrounding environment information of the taxi vehicle.