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. 07, 2022
Filed:
Nov. 12, 2021
Samsara Inc., San Francisco, CA (US);
Sharan Srinivasan, Sunnyvale, CA (US);
Brian Tuan, Cupertino, CA (US);
John Bicket, Burlingame, CA (US);
Jing Wang, Toronto, CA;
Muhammad Ali Akhtar, Chicago, IL (US);
Abner Ayala Acevedo, Orlando, FL (US);
Bruce Kellerman, Atlanta, GA (US);
Vincent Shieh, San Francisco, CA (US);
Samsara Inc., San Francisco, CA (US);
Abstract
A vehicle device may execute one or more neural networks (and/or other artificial intelligence), based on input from one or more of the cameras and/or other sensors, to intelligently detect safety events in real-time. The one or more neural networks may be an ensemble neural network that includes neural networks for detecting a head and hand of a user, neural networks for detecting hand actions of the user, neural networks for detecting the head pose of the user, neural networks for predicting an occurrence of an event, and neural networks for predicting a start time and end time of the event. Further, the neural networks can be segmented into a modular neural network based on metadata. The segmentation of the neural network can define a thin layer of the modular neural network to enable independent tuning of the thin layer of the modular neural network.