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:
Jun. 30, 2026
Filed:
Apr. 27, 2022
Canoo Technologies Inc., Torrance, CA (US);
Jongmoo Choi, Gardena, CA (US);
Kilsoo Kim, Hermosa Beach, CA (US);
Qi Peng, Torrance, CA (US);
Lei Cao, Torrance, CA (US);
Mayukh Sattiraju, Redondo Beach, CA (US);
Shanmukha M. Bhumireddy, Torrance, CA (US);
Emilio Aron Moyers Barrera, Torrance, CA (US);
Phillip Vu, Calabasas, CA (US);
WHS ENERGY SOLUTIONS, LLC, Argyle, TX (US);
Abstract
A method includes identifying one or more edge cases associated with at least one trained machine learning model, where the at least one trained machine learning model is configured to perform at least one function related to one or more vehicles. The method also includes obtaining raw data associated with the one or more edge cases from at least one of the one or more vehicles and selecting a subset of the raw data. The method further includes generating synthetic data associated with the one or more edge cases. In addition, the method includes at least one of: retraining the at least one trained machine learning model and training at least one new machine learning model using the selected subset of raw data and the synthetic data.