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

Claim 0:
1. A method comprising:
receiving, by a model generation engine, a two-dimensional image of a dental arch of a user;
executing, by the model generation engine, a machine learning model that is trained to receive the two-dimensional image as input and output a three-dimensional representation of the two-dimensional image, wherein in at least one iteration during training, the model generation engine:
extracts one or more features defining at least a tooth location of a tooth of the dental arch of the user from an iteration of the three-dimensional representation of the two-dimensional image generated using the machine learning model; and
determines a loss based on the one or more features extracted from the iteration of the three-dimensional representation of the two-dimensional image and a corresponding one or more features extracted from the two-dimensional image; and

outputting, by the model generation engine, an output three-dimensional representation of the two-dimensional image responsive to executing the machine learning model using the two-dimensional image of the dental arch as input.