Patent ID: 11972569
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 15:
16. A system comprising:
a memory component; and
one or more processing devices coupled to the memory component, the one or more processing devices to perform operations comprising:
generating a first set of object masks for a digital image comprising a plurality of objects utilizing a first object segmentation model;
generating a second set of object masks for the digital image utilizing a second object segmentation model;
detecting an overlap between a first object mask from the first set of object masks and a second object mask from the second set of object masks;
merging the overlapping first and second object masks to generate a combined object mask for the digital image;
generating a third set of object masks for the digital image that comprises the combined object mask and non-overlapping object masks from one or more of the first set of object masks or the second set of object masks;
determining that an object mask of the third set of object masks corresponds to a specialist object segmentation neural network;
generating, utilizing the specialist object segmentation neural network, an updated object mask for the object mask of the third set of object masks;
replacing the object mask of the third set of object masks in the third set of object masks with the updated object mask; and
based on detecting a selection request of a target object in the digital image, providing an object mask of the target object from the third set of object masks for the digital image.