| CPC G06F 16/55 (2019.01) [G06F 17/16 (2013.01); G06F 18/22 (2023.01); G06F 18/23 (2023.01); G06T 7/10 (2017.01); G06V 20/30 (2022.01)] | 18 Claims |
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1. A computing system, comprising:
one or more processors; and
a memory storing program instructions that, when executed by the one or more processors, cause the one or more processors to at least:
generate, for each object of a first plurality of objects represented in a first plurality of scenes, a respective embedding vector representative of each object;
determine, based at least in part on distances between the respective embedding vectors, a first object cluster that includes a first plurality of embedding vectors that includes at least some of the respective embedding vectors and corresponds to a second plurality of objects of the first plurality of objects;
generate an object cluster embedding vector representative of the first object cluster;
generate links between the first object cluster and a second plurality of scenes of the first plurality of scenes that include one or more of the second plurality of objects, the generating links comprising determining a similarity score between each scene of the second plurality of scenes and the object cluster, the similarity score for a first scene of the second plurality of scenes being based on a similarity between an embedding vector for the object represented in the first scene and the object cluster embedding vector;
receive, from a client device, a user selection of a query object from a scene presented on the client device;
determine that the query object is associated with the first object cluster;
determine one or more first scenes from the second plurality of scenes based on the links between the first object cluster and the second plurality of scenes; and
provide at least one first scene of the one or more first scenes to the client device for presentation.
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