US 12,444,190 B2
Artificial intelligence (AI) trained data model selection
Thomas Guzik, Edina, MN (US); and Muhammad Adeel, Edina, MN (US)
Assigned to Getac Technology Corporation, New Taipei (TW); and WHP Workflow Solutions, Inc., North Charleston, SC (US)
Filed by Getac Technology Corporation, Taipei (TW); and WHP Workflow Solutions, Inc., North Charleston, SC (US)
Filed on Nov. 30, 2020, as Appl. No. 17/107,866.
Prior Publication US 2022/0171971 A1, Jun. 2, 2022
Int. Cl. G06V 20/40 (2022.01); G06F 16/435 (2019.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01); G06V 20/52 (2022.01)
CPC G06V 20/41 (2022.01) [G06F 16/435 (2019.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01); G06V 20/52 (2022.01)] 17 Claims
OG exemplary drawing
 
1. One or more non-transitory computer-readable storage media storing computer-executable instructions that upon execution cause one or more computers to perform acts comprising:
operating, by a content management system (CMS), a prediction model stored in the CMS to select a data model from a plurality of stored data models in the CMS for a law enforcement application;
retrieving a first set of data features used to train the selected data model and a second set of data features used to train at least one historical version of the selected data model;
incorporating the first set of data features and the second set of data features to generate an incorporated data set;
generating a new data model based upon the incorporated data set, the new data model being configured to generate an output pattern;
comparing an expected accuracy of the new data model with an associated expected accuracy of the selected data model; and
operating the new data model for the law enforcement application by the CMS when the expected accuracy of the new data model is greater than the associated expected accuracy of the selected data model by at least a threshold value, wherein the operating the new data model comprises:
processing, by the new data model, real-time data received from the law enforcement application; and
sending the output pattern generated by the new data model as a real-time notification.