公开(公告)号：US10783386B1

公开(公告)日：2020-09-22

申请号：US16273642

申请日：2019-02-12

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Yuntao Li ,  Dingchao Zhang ,  Jeffrey S. Myers

IPC: G06K9/00 ,  B60R25/102 ,  G08B21/22 ,  B60R25/30 ,  B60R25/25

Abstract: Systems and methods for using image analysis techniques to assess abnormal vehicle operating conditions are disclosed. According to aspects, a computing device may access and analyze image data depicting an individual(s) within a vehicle. Based on the depicted individuals(s) and optionally on other data, the computing device may determine that an abnormal condition exists. In response, the computing device may generate a notification and transmit the notification to an electronic device of an individual associated with the vehicle.

公开(公告)号：US10776644B1

公开(公告)日：2020-09-15

申请号：US15914794

申请日：2018-03-07

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Dingchao Zhang ,  Yuntao Li ,  Jeffrey S. Myers

IPC: G06K9/00 ,  G08B5/36 ,  B60Q9/00 ,  G08B3/10

Abstract: Systems and methods for using image analysis techniques to assess unsafe driving conditions by a vehicle operator are discloses. According to aspects, a computing device may access and analyze image data depicting the vehicle operator. In analyzing the image, the computing device may measure certain visible metrics as depicted in the image data and compare the metrics to corresponding threshold values, and may accordingly determine whether the vehicle operator is exhibiting an unsafe driving condition. The computing device may generate and present alerts that indicate any determined unsafe driving condition.

公开(公告)号：US20240010146A1

公开(公告)日：2024-01-11

申请号：US18471416

申请日：2023-09-21

Applicant: State Farm Mutual Automobile Insurance Company

Inventor： Yuntao Li ,  Dingchao Zhang ,  Jeffrey S. Myers

IPC: B60R16/037 ,  B60R21/015 ,  B60N2/02 ,  B60N2/56 ,  G06T7/70

CPC classification number: B60R16/037 ,  B60R21/01538 ,  B60N2/0244 ,  B60N2/56 ,  G06T7/70 ,  B60R2021/01218

Abstract: Systems and methods for using image analysis techniques to facilitate adjustments to vehicle components are disclosed. According to aspects, a computing device may access and analyze image data depicting an individual(s) within a vehicle, and in particular determine a positioning of the individual(s) within the vehicle. Based on the positioning, the computing device may determine how to adjust a vehicle component(s) to its optimal configuration, and may facilitate adjustment of the vehicle component(s) accordingly.

公开(公告)号：US20230260276A1

公开(公告)日：2023-08-17

申请号：US18307254

申请日：2023-04-26

Applicant: State Farm Mutual Automobile Insurance Company

Inventor： Marigona Bokshi-Drotar ,  Jing Wan ,  Sandra Kane ,  Yuntao Li

IPC: G06V20/10 ,  G06V10/54 ,  G06V10/26 ,  G06Q50/16 ,  G06V10/82 ,  G06V10/56 ,  G06T7/00 ,  G06V10/25 ,  G06Q40/08

CPC classification number: G06V20/176 ,  G06V10/54 ,  G06V10/26 ,  G06Q50/16 ,  G06V10/82 ,  G06V10/56 ,  G06T7/0002 ,  G06V10/25 ,  G06Q40/08 ,  G06T2207/20084 ,  G06V20/17

Abstract: Systems and methods for analyzing image data to assess property damage are disclosed. According to certain aspects, a server may analyze segmented digital image data of a roof of a property using a convolutional neural network (CNN). The server may extract a set of features from a set of regions output by the CNN. Additionally, the server may analyze the set of features using an additional image model to generate a set of outputs indicative of a confidence level that actual hail damage is depicted in the set of regions.

公开(公告)号：US20230177848A1

公开(公告)日：2023-06-08

申请号：US18162223

申请日：2023-01-31

Applicant: State Farm Mutual Automobile Insurance Company

Inventor： Dingchao Zhang ,  Yuntao Li ,  Jeffrey S. Myers

IPC: G06V20/59 ,  G06V40/20 ,  G08B5/36 ,  B60Q9/00 ,  G06V40/16 ,  G08B3/10

CPC classification number: G06V20/597 ,  B60Q9/00 ,  G06V40/20 ,  G06V40/165 ,  G08B3/10 ,  G08B5/36

Abstract: Systems and methods for using image analysis techniques to assess unsafe driving conditions by a vehicle operator are discloses. According to aspects, a computing device may access and analyze image data depicting the vehicle operator. In analyzing the image, the computing device may measure certain visible metrics as depicted in the image data and compare the metrics to corresponding threshold values, and may accordingly determine whether the vehicle operator is exhibiting an unsafe driving condition. The computing device may generate and present alerts that indicate any determined unsafe driving condition.

公开(公告)号：US11670079B1

公开(公告)日：2023-06-06

申请号：US17199203

申请日：2021-03-11

Applicant: State Farm Mutual Automobile Insurance Company

Inventor： Marigona Bokshi-Drotar ,  Jing Wan ,  Sandra Kane ,  Yuntao Li

IPC: G06T7/00 ,  G06V20/10 ,  G06Q50/16 ,  G06Q40/08 ,  G06V10/82 ,  G06V10/56 ,  G06V10/25 ,  G06V10/26 ,  G06V10/54 ,  G06V20/17

CPC classification number: G06V20/176 ,  G06Q40/08 ,  G06Q50/16 ,  G06T7/0002 ,  G06V10/25 ,  G06V10/26 ,  G06V10/54 ,  G06V10/56 ,  G06V10/82 ,  G06T2207/20084 ,  G06V20/17

Abstract: Systems and methods for analyzing image data to assess property damage are disclosed. According to certain aspects, a server may analyze segmented digital image data of a roof of a property using a convolutional neural network (CNN). The server may extract a set of features from a set of regions output by the CNN. Additionally, the server may analyze the set of features using an additional image model to generate a set of outputs indicative of a confidence level that actual hail damage is depicted in the set of regions.

公开(公告)号：US11436846B1

公开(公告)日：2022-09-06

申请号：US17011754

申请日：2020-09-03

Applicant: State Farm Mutual Automobile Insurance Company

Inventor： Yuntao Li ,  Dingchao Zhang ,  Jeffrey S. Myers

IPC: G06V20/59 ,  B60R25/30 ,  B60R25/25 ,  B60R25/102 ,  G08B21/22 ,  G06V40/16

Abstract: Systems and methods for using image analysis techniques to assess abnormal vehicle operating conditions are disclosed. According to aspects, a computing device may access and analyze image data depicting an individual(s) within a vehicle. Based on the depicted individuals(s) and optionally on other data, the computing device may determine that an abnormal condition exists. In response, the computing device may generate a notification and transmit the notification to an electronic device of an individual associated with the vehicle.

公开(公告)号：US11254270B1

公开(公告)日：2022-02-22

申请号：US15969501

申请日：2018-05-02

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Yuntao Li ,  Dingchao Zhang ,  Jeffrey S. Myers

IPC: B60R16/00 ,  B60R16/037 ,  B60K35/00 ,  B60R21/015 ,  B60N2/02 ,  G06K9/00

Abstract: Systems and methods for using image analysis techniques to facilitate adjustments to vehicle components are disclosed. According to aspects, a computing device may access and analyze image data depicting an individual(s) within a vehicle, and in particular determine a positioning of the individual(s) within the vehicle. Based on the positioning, the computing device may determine how to adjust a vehicle component(s) to its optimal configuration, and may facilitate adjustment of the vehicle component(s) accordingly.

公开(公告)号：US11080838B1

公开(公告)日：2021-08-03

申请号：US16535322

申请日：2019-08-08

Applicant: State Farm Mutual Automobile Insurance Company

Inventor： Yuntao Li ,  Charlie Isaksson ,  Marigona Bokshi-Drotar ,  Jing Wan

IPC: G06T7/00 ,  G06K9/00

Abstract: An image analysis (“IA”) computer system for analyzing images of hail damage includes at least one processor in communication with at least one memory device. The at least one processor is programmed to: (i) store a damage prediction model associated with a rooftop, wherein the damage prediction model utilizes an artificial intelligence algorithm; (ii) display, to a user, an image of a rooftop; (iii) receive, from the user, a request to analyze damage to the rooftop; (iv) apply, by the at least one processor, the damage prediction model to the image, the damage prediction model outputting a plurality of damage prediction locations of the rooftop in relation to the image; and/or (v) display, by the at least one processor, an overlay box at each of the plurality of damage prediction locations, the overlay box being a virtual object overlaid onto the image for labeling the damage prediction locations.

公开(公告)号：US20240346600A1

公开(公告)日：2024-10-17

申请号：US18752880

申请日：2024-06-25

Applicant: State Farm Mutual Automobile Insurance Company

Inventor： Marigona Bokshi-Drotar ,  Jing Wan ,  Sandra Kane ,  Yuntao Li

IPC: G06Q40/08 ,  G06F18/214 ,  G06N3/08 ,  G06Q50/16 ,  G06T7/00 ,  G06V10/25 ,  G06V10/26 ,  G06V10/54 ,  G06V10/56 ,  G06V10/764 ,  G06V10/82 ,  G06V20/10 ,  G06V20/17

CPC classification number: G06Q40/08 ,  G06F18/2148 ,  G06N3/08 ,  G06Q50/16 ,  G06T7/0002 ,  G06V10/25 ,  G06V10/26 ,  G06V10/54 ,  G06V10/56 ,  G06V10/764 ,  G06V10/82 ,  G06V20/10 ,  G06V20/176 ,  G06T2207/20084 ,  G06V20/17

Abstract: Systems and methods for analyzing image data to assess property damage are disclosed. According to certain aspects, a server may analyze segmented digital image data of a roof of a property using a convolutional neural network (CNN). The server may extract a set of features from a set of regions output by the CNN. Additionally, the server may analyze the set of features using an additional image model to generate a set of outputs indicative of a confidence level that actual hail damage is depicted in the set of regions.