Patent ID: 11887310
Assignee: APPLE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A system, comprising:
a processor; and
a memory device containing instructions which, when executed by the processor, cause the processor to:
receive user interaction data comprising user contact points with a graphical user interface displaying an image;
label a first subset of pixels of the image with an object identifier, wherein the first subset of pixels correspond to pixels in the displayed image coincident with the user contact points;
pass pixel data representing pixels of the image through an embedding neural network model comprising meta-learned initialized parameters to generate a plurality of pixel embedding vectors corresponding to the pixels of the image;
generate a prototype embedding vector associated with the object identifier based on pixel embedding vectors corresponding to the first subset of pixels;
for each pixel of a second subset of pixels of the image, determine a probability that the pixel should be labeled with the object identifier based on the prototype embedding vector and pixel embedding vectors corresponding to the second subset of pixels;
label one or more pixels in the second subset of pixel embedding vectors with the object identifier based on the determined probabilities; and
segment the pixels in the image into a plurality of segments based on the pixels of the image labeled with the object identifier.