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:
Jul. 18, 2023
Filed:
May. 13, 2021
Nvidia Corporation, Santa Clara, CA (US);
Nuri Murat Arar, Zurich, CH;
Niranjan Avadhanam, Saratoga, CA (US);
Hairong Jiang, Campbell, CA (US);
Nishant Puri, San Francisco, CA (US);
Rajath Shetty, Los Altos, CA (US);
Shagan Sah, Santa Clara, CA (US);
NVIDIA Corporation, Santa Clara, CA (US);
Abstract
In various examples, an adaptive eye tracking machine learning model engine ('adaptive-model engine') for an eye tracking system is described. The adaptive-model engine may include an eye tracking or gaze tracking development pipeline ('adaptive-model training pipeline') that supports collecting data, training, optimizing, and deploying an adaptive eye tracking model that is a customized eye tracking model based on a set of features of an identified deployment environment. The adaptive-model engine supports ensembling the adaptive eye tracking model that may be trained on gaze vector estimation in surround environments and ensemble based on a plurality of eye tracking variant models and a plurality of facial landmark neural network metrics.