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:
Sep. 19, 2023
Filed:
Jan. 30, 2019
Amazon Technologies, Inc., Seattle, WA (US);
Hagay Lupesko, San Mateo, CA (US);
Anirudh Acharya, San Jose, CA (US);
Lee Cheng-Che, Mountain View, CA (US);
Lai Wei, San Ramon, CA (US);
Kalyanee Chendke, Cupertino, CA (US);
Ankit Khedia, Redwood City, CA (US);
Vandana Kannan, Santa Clara, CA (US);
Sandeep Krishnamurthy, Santa Clara, CA (US);
Roshani Nagmote, San Mateo, CA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Features related to systems and methods for automated generation of a machine learning model based in part on a pretrained model are described. The pretrained model is used as a starting point to augment and retrain according to client specifications. The identification of an appropriate pretrained model is based on the client specifications such as model inputs, model outputs, and similarities between the data used to train the models.