Method and system for providing behavior of vehicle operator using virtuous cycle

A method or system is capable of detecting operator behavior ("OB") utilizing a virtuous cycle containing sensors, machine learning center ("MLC"), and cloud based network ("CBN"). In one aspect, the process monitors operator body language captured by interior sensors a...

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Bibliographic Details
Main Authors Tong, Richard Chia-Tsing, Sadovsky, Vladimir, Welland, Robert Victor, Fradin, Noah Harrison, McKelvie, Samuel James
Format Patent
LanguageEnglish
Published 20.07.2021
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
PERFORMING OPERATIONS
PHYSICS
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
TRANSPORTING
VEHICLES IN GENERAL
VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISEPROVIDED FOR
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Summary:A method or system is capable of detecting operator behavior ("OB") utilizing a virtuous cycle containing sensors, machine learning center ("MLC"), and cloud based network ("CBN"). In one aspect, the process monitors operator body language captured by interior sensors and captures surrounding information observed by exterior sensors onboard a vehicle as the vehicle is in motion. After selectively recording the captured data in accordance with an OB model generated by MLC, an abnormal OB ("AOB") is detected in accordance with vehicular status signals received by the OB model. Upon rewinding recorded operator body language and the surrounding information leading up to detection of AOB, labeled data associated with AOB is generated. The labeled data is subsequently uploaded to CBN for facilitating OB model training at MLC via a virtuous cycle.
Bibliography:Application Number: US201916562178