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

Claim 0:
1. A method, comprising:
labeling a first subset of pixels of an image with a first object identifier based on labeling information associated with the image;
passing pixel data representing the pixels of the image through an embedding neural network model comprising learned parameters to generate a plurality of pixel embedding vectors corresponding to the pixels of the image;
generating a first embedding vector associated with the first 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, determining a probability that the pixel should be labeled with the first object identifier based on the first subset of the pixels wherein the probability for each pixel of the second subset of pixels is determined based on the first embedding vector and pixel embedding vectors corresponding to the second subset of pixels;
labeling one or more pixels in the second subset of pixels with the first object identifier based on the determined probabilities; and
segmenting the pixels in the image into a plurality of segments based on the pixels of the image labeled with the first object identifier.