CPC G06V 40/23 (2022.01) [G06V 10/806 (2022.01); G06V 40/103 (2022.01); G16H 20/30 (2018.01)] | 16 Claims |
1. An apparatus, comprising:
at least a processor; and
a memory operatively coupled to the processor, the memory storing instructions that when executed cause the processor to:
receive a plurality of image frames, each image frame from the plurality of image frames containing a measured temporal joint data of a subject;
receive a plurality of joint localization overlays from a spatial joint machine-learning model;
execute a trained limb segment machine-learning model to identify a plurality of frame interrelations using the plurality of image frames and the plurality of joint localization overlays as an input, the trained limb segment machine-learning model trained using an interrelation training set that contains limb segment image data correlated to a limb matrix in a motion sequence; and
generate a temporal joints profile based on the plurality of frame interrelation.
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