Patent ID: 11868136
Assignee: WOVEN BY TOYOTA, U.S., INC.
Field: Control (Instruments)
Classification: CPC G  B | IPC G

Claim 18:
19. One or more computer-readable non-transitory storage media embodying software that is operable when executed to cause one or more processors to perform operations comprising:
determining whether a current location of a vehicle is in a first region;
identifying one or more first sets of model parameters that are predefined from a prior training associated with the first region and configuring one or more machine-learning models with the one or more first sets of model parameters;
switching the one or more machine-learning models from the one or more first sets of model parameters to one or more second sets of model parameters that are predefined from a prior training associated with a second region upon determining the current location is in the second region, wherein the one or more first sets of model parameters and the one or more second sets of model parameters are learned weights of the one or more machine learning models;
generating, using the one or more machine-learning models configured with the one or more second sets of model parameters, one or more corresponding inferences based on second sensor data generated by sensors of the vehicle when the vehicle is in the second region;
causing the vehicle to perform one or more operations based at least on the inferences; and
dividing the second region into at least two subregions with new parameters when an assessed performance of the second set of parameters with the machine-learning models indicates performance below a minimum threshold.