Amazon Patent for Non-Maximum Suppression Operation
Summary
The USPTO has granted Amazon Technologies, Inc. a patent for a technique to reduce workload in non-maximum suppression operations, a common task in computing. This patent, US12586345B1, aims to improve computational efficiency by statistically analyzing confidence scores to reduce candidate predictions.
What changed
The United States Patent and Trademark Office (USPTO) has granted Amazon Technologies, Inc. patent US12586345B1 for a method to optimize non-maximum suppression operations. The patented technique involves performing a statistical analysis on confidence scores to reduce the set of candidate predictions, thereby improving computational time for computing tasks. This is a new intellectual property grant, not a regulatory change impacting compliance obligations.
This patent grant is primarily of interest to technology companies, particularly those involved in AI and machine learning, as it pertains to intellectual property in computing operations. There are no immediate compliance actions required for regulated entities based on this patent grant. It represents a specific innovation by Amazon rather than a new regulatory mandate or standard.
Source document (simplified)
Workload reduction for non-maximum suppression operation
Grant US12586345B1 Kind: B1 Mar 24, 2026
Assignee
Amazon Technologies, Inc.
Inventors
Abinash Mohanty, Randy Renfu Huang
Abstract
A technique for improving the computational time for performing a non-maximum suppression operation may include receiving a request to perform a non-maximum suppression operation on a set of candidate predictions of a computing task, and performing a statistical analysis on a set of confidence scores to reduce the set of candidate predictions. Candidate predictions from the reduced set of candidate predictions are provided as the result of the non-maximum suppression operation.
CPC Classifications
G06N 3/04 G06V 30/194
Filing Date
2023-01-10
Application No.
18152664
Claims
17
Named provisions
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