The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 10, 2023
Filed:
Jun. 02, 2022
Applicant:
The Government of the United States of America, As Represented BY the Secretary of Homeland Security, Washington, DC (US);
Inventor:
Mark A. Fry, Marco Island, FL (US);
Assignee:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/00 (2022.01); G06V 10/22 (2022.01); G06V 10/20 (2022.01); G06V 10/24 (2022.01); G06V 10/94 (2022.01); G06V 10/70 (2022.01);
U.S. Cl.
CPC ...
G06V 10/235 (2022.01); G06V 10/248 (2022.01); G06V 10/255 (2022.01); G06V 10/70 (2022.01); G06V 10/945 (2022.01); G06V 2201/07 (2022.01);
Abstract
Systems and methods for training an artificial intelligence (AI) classifier of scanned items. The items may include a training set of sample raw scans. The set may include in-class objects and not-in-class raw scans. An AI classifier may be configured to sample raw scans in the training set, measure errors in the results, update classifier parameters based on the errors, and detect completion of training.