公开(公告)号：US12282893B2

公开(公告)日：2025-04-22

申请号：US18397000

申请日：2023-12-27

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Nicholas Carmelo Marotta ,  Laura Kennedy ,  JD Johnson Willingham

IPC: G06Q10/00 ,  B64C39/02 ,  G01C21/20 ,  G01C21/34 ,  G01S7/48 ,  G01S7/51 ,  G01S17/06 ,  G01S17/89 ,  G01S17/894 ,  G02B27/01 ,  G06Q10/087 ,  G06Q20/08 ,  G06Q20/12 ,  G06Q30/0601 ,  G06T7/73 ,  G06T17/00 ,  G06T17/05 ,  G06T19/00 ,  G06T19/20 ,  G06V20/20 ,  B64U101/30 ,  G06F16/29 ,  G06F30/13 ,  G06N3/049 ,  G06N3/08 ,  G06N5/04 ,  G06N20/00 ,  G06T7/90 ,  H04W84/18

Abstract: The following relates generally to light detection and ranging (LIDAR) and artificial intelligence (AI). In some embodiments, a system: receives LIDAR data generated from a LIDAR camera; measures a plurality of dimensions of a landscape based upon processor analysis of the LIDAR data; builds a 3D model of the landscape based upon the measured plurality of dimensions, the 3D model including: (i) a structure, and (ii) a vegetation; and displays a representation of the 3D model.

公开(公告)号：US12248907B1

公开(公告)日：2025-03-11

申请号：US17241019

申请日：2021-04-26

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Nicholas Carmelo Marotta ,  Laura Kennedy ,  JD Johnson Willingham

IPC: G06Q10/087 ,  G01S17/894 ,  G01S19/45 ,  G06F18/24 ,  G06F30/13 ,  G06K7/14 ,  G06N5/04 ,  G06N20/00 ,  G06T7/60 ,  G06V20/17 ,  G06V20/40

Abstract: The following relates generally to light detection and ranging (LIDAR) and artificial intelligence (AI). In some embodiments, a system: receives LIDAR data generated from a LIDAR camera; determines data of a first object based upon processor analysis of the LIDAR data, the data of the first object comprising: (i) dimensional data of the first object, and (ii) a type of the first object; and adds the first object and the first object data to a commercial inventory list.

公开(公告)号：US20240403940A1

公开(公告)日：2024-12-05

申请号：US18804506

申请日：2024-08-14

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Nicholas Carmelo Marotta ,  Laura Kennedy ,  JD Johnson Willingham

IPC: G06Q30/0601 ,  B64C39/02 ,  B64U101/30 ,  G01C21/20 ,  G01C21/34 ,  G01S7/48 ,  G01S17/06 ,  G01S17/894 ,  G06T7/73 ,  G06T17/05

Abstract: The following relates generally to light detection and ranging (LIDAR) and artificial intelligence (AI). In some embodiments, a system: receives light detection and ranging (LIDAR) data generated from a LIDAR camera via wireless communication or data transmission over one or more radio frequency links, the LIDAR data associated with a store or a store layout; generates a LIDAR-based virtual map of the store from processor analysis of the LIDAR data; determines locations of individual goods in the store; overlays the locations of the individual goods onto the LIDAR-based virtual map; and generates an updated LIDAR-based virtual map of the store displaying aisles of the store and the overlaid locations of the individual goods within the store.

公开(公告)号：US20240273636A1

公开(公告)日：2024-08-15

申请号：US18643587

申请日：2024-04-23

Applicant: State Farm Mutual Automobile Insurance Company

Inventor： Sharon Gibson ,  Nicholas Carmelo Marotta ,  Daniel Wilson ,  David Frank ,  Phillip Michael Wilkowski ,  Jason Goidfarb

IPC: G06Q40/08 ,  G06N20/00 ,  G06Q50/163

CPC classification number: G06Q40/08 ,  G06N20/00 ,  G06Q50/163

Abstract: Systems and methods are described for evaluating and gamifying maintenance for a property by a user. The method may include: (1) retrieving training data captured by one or more sensors associated with one or more properties or one or more users; (2) retrieving at least one of home data for a property or user data for a user; (3) determining, using a machine learning model, home score factors based upon at least one of the home data or the user data, wherein the machine learning model is trained with the training data; (4) generating, based upon the home score factors, a home score for the property; (5) determining, based upon at least one of the home data or the user data, difference factors between the property and a previous property associated with the user; and (6) causing a user device to display the home score and difference factors.

公开(公告)号：US11989788B2

公开(公告)日：2024-05-21

申请号：US18142641

申请日：2023-05-03

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Nicholas Carmelo Marotta ,  Jd Johnson Willingham ,  Stacee Madsen ,  Jared Wheet ,  Laura A. Uphoff ,  Paul Bates ,  Austin Rowley ,  Michael Scott Harrison

IPC: G06Q40/08 ,  G01S7/48 ,  G01S17/89 ,  G01S17/894 ,  G05B15/02 ,  G06Q50/16 ,  G06V20/10 ,  G06V20/17 ,  G06V20/20 ,  B64C39/02 ,  B64U101/30 ,  G06Q10/087 ,  H04L67/12

CPC classification number: G06Q40/08 ,  G01S7/4802 ,  G01S17/89 ,  G01S17/894 ,  G05B15/02 ,  G06Q50/16 ,  G06V20/17 ,  G06V20/176 ,  G06V20/20 ,  B64C39/024 ,  B64U2101/30 ,  G06Q10/087 ,  H04L67/12

Abstract: The following relates generally to light detection and ranging (LIDAR). In some embodiments, a homeowners insurance quote is produced based upon data received from a LIDAR camera. For instance, in some embodiments, a system: receives light detection and ranging (LIDAR) data generated from one or more LIDAR cameras; analyzes the LIDAR data to determine or identify one or more features or characteristics of a home; and generates an electronic homeowners insurance quote based upon, at least in part, the one or more features or characteristics of the home determined or identified from the LIDAR data.

公开(公告)号：US11897690B1

公开(公告)日：2024-02-13

申请号：US17018813

申请日：2020-09-11

Applicant: State Farm Mutual Automobile Insurance Company

Inventor： Matthew Megyese ,  Sarah Ann Lockenvitz ,  Paul Bates ,  Nicholas Carmelo Marotta ,  Cathy Jo Roth ,  Austin Rowley ,  Jared Wheet

IPC: B65F1/00 ,  B65F1/16 ,  B65F9/00 ,  G06N20/00 ,  G08B21/18 ,  B07C5/342 ,  H04B1/38 ,  H04B1/3827

CPC classification number: B65F1/004 ,  B07C5/3422 ,  B65F1/1607 ,  G06N20/00 ,  G08B21/182 ,  H04B1/3827 ,  B07C2501/0054 ,  B65F2001/008 ,  B65F2210/128 ,  B65F2210/138 ,  B65F2210/1443 ,  B65F2210/168

Abstract: A computer system including sensor and alternative power technologies for enhancing waste disposal and energy efficiency using is provided. The computer system may be configured to receive waste data and recycling data from at least one sensor located proximate to a waste bin, and determine a level of waste in the waste bin based upon the received waste data, and a level of contamination of the waste bin based upon the received recycling data. The computer system may be also configured to determine whether collection of waste in the waste bin or decontamination of the waste bin is required. The computer system may be further configured to generate an alert including information corresponding collection or decontamination of the waste bin, and transmit the alert to one or more client devices associated with at least one user.

公开(公告)号：US20230342868A1

公开(公告)日：2023-10-26

申请号：US17972261

申请日：2022-10-24

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Sharon Gibson ,  Nicholas Carmelo Marotta ,  Daniel Wilson ,  David Frank ,  Phillip Michael Wilkowski ,  Jason Goldfarb

IPC: G06Q50/16

CPC classification number: G06Q50/16

Abstract: Systems and methods are described for evaluating and analyzing home data to generate a home score. The method may include: (1) retrieving home data for a property; (2) determining, based upon the home data for the property, one or more home score factors, wherein the determining may include: (i) analyzing, using a trained machine learning data evaluation model, the home data for the property to determine home characteristic data for the property, (ii) analyzing, using the trained machine learning data evaluation model, the home data for the property to determine a likelihood of loss associated with the property, and (iii) determining, based upon the home characteristic data for the property and the likelihood of loss associated with the property; and (3) generating, based upon the one or more home score factors, a home score for the property.

公开(公告)号：US20230342867A1

公开(公告)日：2023-10-26

申请号：US17816379

申请日：2022-07-29

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Sharon Gibson ,  Nicholas Carmelo Marotta ,  Daniel Wilson ,  David Frank ,  Phillip Michael Wilkowski ,  Jason Goldfarb

IPC: G06Q50/16

CPC classification number: G06Q50/16

Abstract: Systems and methods are described for evaluating and analyzing home data to generate a home score. The method may include: (1) retrieving home data for a property; (2) determining, based upon the home data for the property, one or more home score factors, wherein the determining may include: (i) analyzing, using a trained machine learning data evaluation model, the home data for the property to determine home characteristic data for the property, (ii) analyzing, using the trained machine learning data evaluation model, the home data for the property to determine a likelihood of loss associated with the property, and (iii) determining, based upon the home characteristic data for the property and the likelihood of loss associated with the property; and (3) generating, based upon the one or more home score factors, a home score for the property.

公开(公告)号：US11676343B1

公开(公告)日：2023-06-13

申请号：US17240985

申请日：2021-04-26

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Nicholas Carmelo Marotta ,  Laura Kennedy ,  JD Johnson Willingham

IPC: G06T19/00 ,  G06F30/13 ,  G06T17/00 ,  G06T19/20 ,  G06N20/00

CPC classification number: G06T19/003 ,  G06F30/13 ,  G06N20/00 ,  G06T17/00 ,  G06T19/20 ,  G06T2219/2012

Abstract: The following relates generally to light detection and ranging (LIDAR) and artificial intelligence (AI). In some embodiments, a system: receives LIDAR data generated from a LIDAR camera; measures plurality of dimensions of the home based upon processor analysis of the LIDAR data; builds a 3D model of the home based upon the measured plurality of dimensions; and displays a representation of the 3D model by visually navigating through the 3D model.

公开(公告)号：US20220406026A1

公开(公告)日：2022-12-22

申请号：US17892032

申请日：2022-08-19

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Nicholas Carmelo Marotta ,  Laura Kennedy ,  JD Johnson Willingham

IPC: G06T19/20 ,  G06F30/13 ,  G06T17/00 ,  G06T19/00

Abstract: The following relates generally to light detection and ranging (LIDAR) and artificial intelligence (AI). In some embodiments, a system: receives LIDAR data generated from a LIDAR camera; measures a plurality of dimensions of a room of the home based upon processor analysis of the LIDAR data; builds a 3D model of the room based upon the measured plurality of dimensions; receives an indication of a proposed change to the room; modifies the 3D model to include the proposed change to the room; and displays a representation of the modified 3D model.