Patent ID: 11900538
Assignee: SDC U.S. SMILEPAY SPV
Field: Computer technology (Electrical engineering)
Classification: CPC A  G | IPC A  G

Claim 18:
19. A method comprising:
identifying, by an image detector based on a two-dimensional image of a dental arch of a user, one or more features in a portion of a plurality of portions of the two-dimensional image;
extracting, by a model generation engine, one or more features defining at least a tooth location of a tooth of the dental arch of the user from an iteration of a three-dimensional representation of the two-dimensional image, the three-dimensional representation of the two-dimensional image generated by executing a machine learning model based on the two-dimensional image;
updating, by the model generation engine, the machine learning model based on a loss calculated based on the one or more features in the portion of the plurality of portions of the two-dimensional image, a corresponding probability of the one or more features, and the one or more features extracted from the iteration of the three-dimensional representation of the two-dimensional image; and
outputting, by the model generation engine, the three-dimensional representation of the two-dimensional image based on the updated model.