Abstract: A system recognizes text in an input image. The system provides the input image to one or more optical character recognition (OCR) models to obtain predicted texts. The system determines a set of candidate text predictions by performing text recognition on each transformed image of the set of transformed images. The system generates a regular expression based on the predicted characters of the candidate text predictions and confidence score corresponding to each predicted character. The system matches the regular expression against text values in a database. The system selects one or more text values from the database based on the matching and returns the one or more text values as results of recognition of text of the input image.

Abstract: A system recognizes text in an input image. The system provides the input image to one or more optical character recognition (OCR) models to obtain predicted texts. The system determines a set of candidate text predictions by performing text recognition on each transformed image of the set of transformed images. The system generates a regular expression based on the predicted characters of the candidate text predictions and confidence score corresponding to each predicted character. The system matches the regular expression against text values in a database. The system selects one or more text values from the database based on the matching and returns the one or more text values as results of recognition of text of the input image.

Abstract: A method introduces applications into a head unit of a vehicle. The method transfers a first identifier by a software component of the head unit via a first communication channel to a server; receives a main application in response to the transferring; transfers a vehicle identification number of the vehicle by the main application via a second communication channel to the server; receives metadata associated with the vehicle identification number, wherein the metadata include one or more identifiers; transfers at least one identifier of the received metadata from the main application to the software component; transfers the identifier by an invariable software component via the first communication channel to the server; receives an application associated with the identifier by the software component; saves the application; and forwards a storage location of the application from the software component to the main application.

Abstract: A method is provided for introducing applications into a head unit of a vehicle.