Patent ID: 11967015
Assignee: APPLE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method comprising:
providing an input image depicting a view of an object to a machine learning model, wherein the machine learning model utilizes a nearest neighbor shear rotation and has been trained based on a constraint of equivariance under rotations between a training object and a model-generated representation of the training object, the constraint comprising a comparison of a first implicit representation of the training object to a rotated version of a second implicit representation of the training object and a comparison of the second implicit representation to a rotated version of the first implicit representation; and
generating, using the machine learning model and based on the provided input image, at least one of an output image that depicts the object from a rotated view that is different from the view of the object in the input image, or a three-dimensional representation of the object.