Ting Zhang

US Patent:

20210224666, Jul 22, 2021

Filed:

Jan 22, 2020

Appl. No.:

16/749069

Inventors:

- Tokyo, JP
TING ZHANG - Torrance CA, US

International Classification:

G06N 5/04
G06N 20/00
G07C 5/08
G06Q 30/06

Abstract:

A vehicle recommendation device and a method for machine learning based recommendation of vehicle is provided. The vehicle recommendation device receives vehicle log data from a plurality of sensors associated with each of a first set of vehicles. The first set of vehicles are classified based on a set of vehicle types. The vehicle recommendation device generates vehicle trip data, associated with a plurality of trips of each of the first set of vehicles, based on the received vehicle log data. The vehicle recommendation device further determines a set of features, associated with the plurality of trips or with information about the first set of vehicles, based on the generated vehicle trip data. The vehicle recommendation device further generates a machine learning model which is trained based on the determined set of features to output a first type of vehicle from the set of vehicle types.

US Patent:

20200413013, Dec 31, 2020

Filed:

Feb 28, 2020

Appl. No.:

16/805666

Inventors:

Mark Fuller - Sun Valley CA, US
James Doyle - Sun Valley CA, US
Gautam Rangan - Sun Valley CA, US
Scott Winslow - Sun Valley CA, US
Isaiah Gernhardt - Sun Valley CA, US
Ting Zhang - Sun Valley CA, US

International Classification:

H04N 9/31
H04N 5/262
H04N 5/247

Abstract:

A system and method for altering the visual appearance of moving physical forms is disclosed. The moving physical forms may include solids, liquids, gasses and any combination thereof. The system and method may include video capturing devices for capturing video footage of the moving forms, a controller for altering the captured video footage of the moving forms, and video projecting devices for projecting the altered video footage back onto the moving forms.

US Patent:

20200294327, Sep 17, 2020

Filed:

Mar 14, 2019

Appl. No.:

16/353543

Inventors:

- Tokyo, JP
Ting Zhang - Torrance CA, US

International Classification:

G07C 5/02
G01C 21/34
G01C 21/36
G08G 1/01

Abstract:

The present disclosure generally relates to methods and systems for determining usage of a vehicle. A vehicle monitoring system may include, a memory, at least one processor coupled to the memory, and a sensory system that generates vehicle trip data during a monitoring window. The vehicle monitoring system may partition the trip data into a base group and a contrast group. The vehicle monitoring system may calculate a similarity score between the contrast group and the base group. The vehicle monitoring system may determine that the vehicle has been used for commercial purposes in response to the similarity score satisfying a threshold.

US Patent:

20200294328, Sep 17, 2020

Filed:

Mar 14, 2019

Appl. No.:

16/353616

Inventors:

- Tokyo, JP
Ting ZHANG - Torrance CA, US

International Classification:

G07C 5/02
G01C 21/28

Abstract:

The present disclosure generally relates to methods and systems for determining usage of a vehicle. A vehicle monitoring system may include a memory, at least one processor coupled to the memory, and a sensor system that generates vehicle trip data. The system may periodically determine a location of the vehicle during a trip while an ignition of the vehicle remains on. The system may determine that a duration of the trip is at least a threshold duration. The system may determine a direction of travel for segments between consecutive locations during the trip. The system may determine a ratio of a most common direction of travel for the trip to at least a second most common direction of travel for the trip. The system may determine that the vehicle has been used for commercial purposes in response to the ratio being less than a threshold ratio.