Patent ID: 11869235
Assignee: ARCHITECTURE TECHNOLOGY CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A system comprising:
a computer comprising a processor configured to:
receive a plurality of first representations generated by a trained autoencoder using first imagery data of a first sensor type and a labeled dataset indicating a plurality of terrain types that correspond to the plurality of first representations in the first imagery data;
generate a trained classifier of a machine-learning architecture to classify the plurality of terrain types by applying the machine-learning architecture on the plurality of first representations generated the first imagery data of the first sensor type and the labeled dataset;
receive one or more second representations generated by the trained autoencoder using second imagery data of a second sensor type;
identify one or more terrain types in the second imagery data by applying the machine-learning architecture including the trained classifier on the one or more second representations generated using the second imagery data of the second sensor type; and
generate a graphical user interface to display the one or more terrain types identified in the second imagery data.