CPC G06T 7/97 (2017.01) [G06N 3/08 (2013.01); G06T 7/80 (2017.01); G06T 17/20 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01)] | 28 Claims |
1. A apparatus comprising:
memory; and
one or more processors coupled to the memory, the one or more processors being configured to:
update one or more parameters associated with a neural network system based on one or more losses associated with a 3D mesh of a target;
receive metadata and an image of the target in a real-world scene, the metadata associated with at least one of the image and an image capture device that captured the image;
determine, based on the image and the metadata, first three-dimensional (3D) mesh parameters of a first 3D mesh of the target the first 3D mesh parameters and the first 3D mesh corresponding to a first reference frame associated with at least one of the image and the image capture device; and
determine, based on the first 3D mesh parameters and the updated one or more parameters associated with the neural network system, second 3D mesh parameters for a second 3D mesh of the target, the second 3D mesh parameters and the second 3D mesh corresponding to a second reference frame, the second reference frame corresponding to a 3D coordinate system of the real-world scene.
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