The present disclosure provides systems and methods to obtain feedback descriptive of autonomous vehicle failures. In particular, the systems and methods of the present disclosure can detect that a vehicle failure event occurred at an autonomous vehicle and, in response, provide an interactive user interface that enables a human located within the autonomous vehicle to enter feedback that describes the vehicle failure event. Thus, the systems and methods of the present disclosure can actively prompt and/or enable entry of feedback in response to a particular instance of a vehicle failure event, thereby enabling improved and streamlined collection of information about autonomous vehicle failures.

Methods, apparatus, systems and articles of manufacture are disclosed for audio equalization based on variant selection. An example apparatus to equalize audio includes at least one memory, machine readable instructions, and processor circuitry to at least one of instantiate or execute the machine readable instructions to train a neural network model to apply a first audio equalization profile to first audio associated with a first variant of media, and apply a second audio equalization profile to second audio associated with a second variant of media. The processor circuitry is to at least one of instantiate or execute the machine readable instructions to at least one of dispatch or execute the neural network model.

The present disclosure provides systems and methods to obtain feedback descriptive of autonomous vehicle failures. In particular, the systems and methods of the present disclosure can detect that a vehicle failure event occurred at an autonomous vehicle and, in response, provide an interactive user interface that enables a human located within the autonomous vehicle to enter feedback that describes the vehicle failure event. Thus, the systems and methods of the present disclosure can actively prompt and/or enable entry of feedback in response to a particular instance of a vehicle failure event, thereby enabling improved and streamlined collection of information about autonomous vehicle failures.

A screen transition control system includes an operation signal processor 54configured to generate operation data based on at least one particular operation of an operation member 8a; a display panel 8B configured to display as a selected screen an information display screen selected from among a plurality of information display screens in a screen set; a screen manager 81 configured to provide a screen identifier manager 56 with a screen identifier assigned to the selected screen; and a display instruction generator 58 configured to generate, based on the screen identifier from the screen identifier manager 56 and the operation data, a display instruction including information to be displayed, the screen manager 81 being further configured to provide the display panel with a display signal for displaying an information display screen determined based on the display instruction.

A vehicle input device comprises an operation detection section configured to detect input to an onboard unit allocated to one operation section of plural of operation sections provided in a vicinity of a driving seat due to the one operation section being operated, a preliminary action detection section configured to detect a preliminary action directly prior to the one operation section being operated, and a notification section configured to notify an occupant of information relating to the onboard unit allocated to the one operation section in a case in which the preliminary action has been detected by the preliminary action detection section.

Systems and methods for context sensitive user interfaces for enhanced vehicle operation. An example method is method implemented by a system of one or more processors, the system being included in a vehicle. The method includes causing presentation, via a display of the vehicle, of a unified user interface comprising a combined view which aggregates an autonomous visualization and map information, the autonomous visualization and map information being related to a zoom level, with the unified user interface being generated based on first contextual information indicative of operation of the vehicle. Second contextual information indicative of subsequent operation of the vehicle is accessed. The unified user interface is updated based on the second contextual information, with the combined view being adjusted, and with adjusting the combined view including adjusting a size of the combined view in the unified user interface or adjusting the zoom level.

A cleaning device for a surface, such as a windshield of a vehicle, includes an active positioning system and a cleaning head. The active positioning system is configured to deploy from a storage position hidden from view within a covered storage space and to position the cleaning head upon the windshield. The active positioning system includes a first extension member and a second extension member that move relative to one another to position the cleaning head, and also move the cleaning head across the windshield along a path. The cleaning head can have a brush portion configured to agitate debris from the window, and a drying portion configured to dry the window after cleaning. The cleaning device can be controlled via a touch-screen display in the vehicle, enabling a user to direct that specific portions of the windshield be cleaned as desired.

An information processing device comprises a memory, and a processor coupled to the memory. The processor is configured to execute a practice mode for practicing at least one of an autonomous driving function or a driving assistance function of a vehicle, and to output, from an output device, output content according to whether an input operation of a user is correct or not to a specific operation related to execution of the autonomous driving function or the driving assistance function instructed in the practice mode.

A control apparatus for providing a user interface to a user is provided. The apparatus comprises a display control unit configured to display a selectable object on a display apparatus, a detection unit configured to analyze an image of a hand of the user to detect a position of the hand, a specifying unit configured to specify an indicated position in the display apparatus based on the position of the hand, and a processing unit configured to, based on the indicated position overlapping the selectable object, execute processing associated with the selectable object. The display control unit further displays, in the display apparatus, a cursor that indicates the indicated position.

A mobile device to be in cooperation with a vehicle selects and performs one of cooperative functions, acquires upward, downward, leftward, and rightward instructions from the vehicle, generates a sound output toward a driver, and acquires a voice input from the driver. The plurality of cooperative functions are classified into a menu hierarchy, a target selection hierarchy, and an active hierarchy. The mobile device transitions from the menu hierarchy to the target selection hierarchy and from the target selection hierarchy to the active hierarchy in the cooperative functions, based on an instruction in one specific direction of the upward, downward, leftward, and rightward instructions, and transitions to a voice search in the target selection hierarchy, based on an instruction in the specific direction.