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.

Date of Patent:
Jun. 20, 2023

Filed:

Dec. 31, 2020
Applicant:

Ani Technologies Private Limited, Bengaluru, IN;

Inventors:

Ayush Batra, Bangalore, IN;

Dewwrat, Bangalore, IN;

Sourit Manna, Bangalore, IN;

Ritwik Saikia, Bangalore, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60W 40/09 (2012.01); B60W 50/14 (2020.01); G06N 20/00 (2019.01); B60W 40/08 (2012.01);
U.S. Cl.
CPC ...
B60W 40/09 (2013.01); B60W 50/14 (2013.01); G06N 20/00 (2019.01); B60W 2040/0863 (2013.01); B60W 2420/905 (2013.01); B60W 2422/95 (2013.01); B60W 2520/18 (2013.01); B60W 2540/30 (2013.01);
Abstract

A method for augmenting transport services using event detection is provided. The method includes collection of first sensor data generated by various sensors associated with a plurality of vehicles. The first sensor data includes sensor outputs that indicate a plurality of rash driving events. The sensor outputs are augmented based on angular rotation to obtain augmented sensor outputs. A prediction model is trained based on the augmented sensor outputs. Target sensor data associated with a target vehicle is provided as input to the trained prediction model, and based on an output of the trained prediction model an occurrence of a rash driving event is detected in real-time or near real-time. Based on a count of rash driving events associated with the target driver within a cumulative driving distance, a driver score of the target driver is determined.


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