公开(公告)号：US11600082B1

公开(公告)日：2023-03-07

申请号：US17011811

申请日：2020-09-03

Applicant: State Farm Mutual Automobile Insurance Company

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

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

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：US10977490B1

公开(公告)日：2021-04-13

申请号：US16175126

申请日：2018-10-30

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

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

IPC: G06K9/00 ,  G06K9/62 ,  G06N3/08 ,  G06T7/00 ,  G06Q40/08 ,  G06Q50/16

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.