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US 2026/0094399 A1Published application
Neighboring bounding box aggregation for neural networks
AssigneeNVIDIA Corporation
InventorsWanli Jiang, Yichun Shen, Junghyun Kwon, Siyi Li, Sangmin Oh, Minwoo Park
Life of this patent
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Abstract
Apparatuses, systems, and techniques to generate bounding box information. In at least one embodiment, for example, bounding box information is generated based, at least in part, on a plurality of candidate bounding box information.
Claims20
One or more processors, comprising:
- circuitry to at least:
- determine an amount of overlap between a selected bounding box proposal of a plurality of bounding box proposals and the plurality of bounding box proposals;
- determine a set of similar bounding box proposals from the plurality of bounding box proposals based, at least, in part on the amount of overlap;
- and
- generate a bounding box using the set of similar bounding box proposals, the bounding box comprising at least one point not included in the selected bounding box proposal.
2 more elements
A computer-implemented method comprising:
- obtaining a set of bounding box proposals based, at least, in part on how much a selected bounding box proposal of a plurality of bounding box proposals overlaps with individual ones of the plurality of bounding box proposals;
- and
- generating a bounding box using the set of bounding box proposals, the bounding box comprising at least one point not included in the selected bounding box proposal.
A computer system comprising:
- one or more processors;
- and
- memory storing executable instructions that, when executed by the one or more processors, cause the computer system to:
- determine metrics corresponding to overlap between a selected bounding box proposal of a plurality of bounding box proposals and the plurality of bounding box proposals;
- determine a set of overlapping bounding box proposals from the plurality of bounding box proposals based, at least, in part on the metrics;
- and
- generate a bounding box using the set of overlapping bounding box proposals, the bounding box comprising at least one point not included in the selected bounding box proposal.
4 more elements
Dependencies are inferred from the claim text.