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1.发明授权公开(公告)号：US12243267B2
公开(公告)日：2025-03-04
申请号：US17402312
申请日：2021-08-13
Inventor： Shane Tomlinson , Jennifer Malia Andrus , Marigona Bokshi-Drotar , Holly Lambert , Daniel J. Green , Michael Bernico , Bradley A. Sliz , He Yang
IPC: G06T7/73 , G06Q10/10 , G06Q30/0283 , G06Q40/08 , H04N23/60
Abstract: A system and computer-implemented method for facilitating a user of a mobile device obtaining image data of damage to a vehicle for damage assessment includes capturing image data of a vehicle with the mobile device. The mobile device may include an orientation model for capturing the image data. The captured image data is analyzed, and a determination is made of the orientations of the images of the captured image data. In addition, a determination is made as to whether the captured image data can be used for the damage assessment. The captured image data may then be transmitted to a damage estimator computing device for estimating an amount of damage to the vehicle.
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公开(公告)号：US20240079117A1
公开(公告)日：2024-03-07
申请号：US18506880
申请日：2023-11-10
Inventor： Dingchao Zhang , Jeffrey S. Myers , Michael Bernico , Marigona Bokshi-Drotar , Edward W. Breitweiser , Peter Laube , Utku Pamuksuz
CPC classification number: G16H30/40 , G06T7/0012 , G06V40/168 , G16H15/00 , G16H50/50 , A61B5/0533
Abstract: A method and system may use computer vision techniques and machine learning analysis to automatically identify a user's biometric characteristics. A user's client computing device may capture a video of the user. Feature data and movement data may be extracted from the video and applied to statistical models for determining several biometric characteristics. The determined biometric characteristic values may be used to identify individual health scores and the individual health scores may be combined to generate an overall health score and longevity metric. An indication of the user's biometric characteristics which may include the overall health score and longevity metric may be displayed on the user's client computing device.
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公开(公告)号：US20220114627A1
公开(公告)日：2022-04-14
申请号：US17556446
申请日：2021-12-20
Inventor： Shane Tomlinson , Jennifer Malia Andrus , Marigona Bokshi-Drotar , Holly Lambert , Daniel J. Green , Michael Bernico , Bradley A. Sliz , He Yang
Abstract: A system and computer-implemented method for processing images of a damaged vehicle and estimating a repair cost of the damaged vehicle includes receiving image data of a vehicle from a user mobile device. The image data is processed to determine whether one or more parts of the damaged vehicle are damaged. In addition, one or more parts of the damaged vehicle are identified for repair and one or more parts of the damaged vehicle are identified for replacement. A cost associated for the repair of each of the one or more parts of the damaged vehicle for repair is estimated based on estimated repair cost data contained in a parts repair database. Moreover, a cost associated with the replacement of each of the one or more parts of the damaged vehicle for replacement is determined based on replacement cost data contained in a parts replacement database.
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公开(公告)号：US12026786B2
公开(公告)日：2024-07-02
申请号：US18307254
申请日：2023-04-26
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.
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5.发明申请公开(公告)号：US20210374997A1
公开(公告)日：2021-12-02
申请号：US17402312
申请日：2021-08-13
Inventor： Shane Tomlinson , Jennifer Malia Andrus , Marigona Bokshi-Drotar , Holly Lambert , Daniel J. Green , Michael Bernico , Bradley A. Sliz , He Yang
Abstract: A system and computer-implemented method for facilitating a user of a mobile device obtaining image data of damage to a vehicle for damage assessment includes capturing image data of a vehicle with the mobile device. The mobile device may include an orientation model for capturing the image data. The captured image data is analyzed, and a determination is made of the orientations of the images of the captured image data. In addition, a determination is made as to whether the captured image data can be used for the damage assessment. The captured image data may then be transmitted to a damage estimator computing device for estimating an amount of damage to the vehicle.
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Patent Agency Ranking
6.发明授权公开(公告)号：US11120574B1
公开(公告)日：2021-09-14
申请号：US16009899
申请日：2018-06-15
Inventor： Shane Tomlinson , Jennifer Malia Andrus , Marigona Bokshi-Drotar , Holly Lambert , Daniel J. Green , Michael Bernico , Bradley A. Sliz , He Yang
Abstract: A system and computer-implemented method for facilitating a user of a mobile device obtaining image data of damage to a vehicle for damage assessment includes capturing image data of a vehicle with the mobile device. The mobile device may include an orientation model for capturing the image data. The captured image data is analyzed, and a determination is made of the orientations of the images of the captured image data. In addition, a determination is made as to whether the captured image data can be used for the damage assessment. The captured image data may then be transmitted to a damage estimator computing device for estimating an amount of damage to the vehicle.
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7.发明授权公开(公告)号：US10824852B1
公开(公告)日：2020-11-03
申请号：US16667322
申请日：2019-10-29
Inventor： Dingchao Zhang , Michael Bernico , Peter Laube , Utku Pamuksuz , Jeffrey S. Myers , Marigona Bokshi-Drotar , Edward W. Breitweiser
Abstract: A method and system may use machine learning analysis of audio data to automatically identify a user's biometric characteristics. A user's client computing device may capture audio of the user. Feature data may be extracted from the audio and applied to statistical models for determining several biometric characteristics. The determined biometric characteristic values may be used to identify individual health scores and the individual health scores may be combined to generate an overall health score and longevity metric. An indication of the user's biometric characteristics which may include the overall health score and longevity metric may be displayed on the user's client computing device.
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8.发明公开公开(公告)号：US20240354818A1
公开(公告)日：2024-10-24
申请号：US18754362
申请日：2024-06-26
Inventor： Shane Tomlinson , Marigona Bokshi-Drotar , Jennifer Malia Andrus , Holly Lambert , He Yang , Bradley A. Sliz , Daniel J. Green , Michael Bernico
IPC: G06Q30/0283 , G06N20/00 , G06Q10/0875 , G06Q10/20 , G06T7/00 , G06V10/70
CPC classification number: G06Q30/0283 , G06N20/00 , G06Q10/0875 , G06Q10/20 , G06T7/0004 , G06V10/70 , G06T2207/20081 , G06T2207/30248
Abstract: A system and computer-implemented method for processing images of a damaged vehicle and estimating a repair cost of the damaged vehicle includes receiving image data of a vehicle from a user mobile device. The image data is processed to determine whether one or more parts of the damaged vehicle are damaged. In addition, one or more parts of the damaged vehicle are identified for repair and one or more parts of the damaged vehicle are identified for replacement. A cost associated for the repair of each of the one or more parts of the damaged vehicle for repair is estimated based on estimated repair cost data contained in a parts repair database. Moreover, a cost associated with the replacement of each of the one or more parts of the damaged vehicle for replacement is determined based on replacement cost data contained in a parts replacement database.
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9.发明授权公开(公告)号：US11776246B2
公开(公告)日：2023-10-03
申请号：US17983273
申请日：2022-11-08
Inventor： Dingchao Zhang , Michael Bernico , Peter Laube , Utku Pamuksuz , Jeffrey S. Myers , Marigona Bokshi-Drotar , Edward W. Breitweiser
CPC classification number: G06V10/82 , A61B5/6891 , G06F18/214 , G06V20/40 , G06V40/10 , G06V40/171 , G06V40/172 , G06V40/15 , G06V40/178
Abstract: A method and system may use machine learning analysis of audio data to automatically identify a user's biometric characteristics. A user's client computing device may capture audio of the user. Feature data may be extracted from the audio and applied to statistical models for determining several biometric characteristics. The determined biometric characteristic values may be used to identify individual health scores and the individual health scores may be combined to generate an overall health score and longevity metric. An indication of the user's biometric characteristics which may include the overall health score and longevity metric may be displayed on the user's client computing device.
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10.发明授权公开(公告)号：US11238506B1
公开(公告)日：2022-02-01
申请号：US16009859
申请日：2018-06-15
Inventor： Shane Tomlinson , Jennifer Malia Andrus , Marigona Bokshi-Drotar , Holly Lambert , Daniel J. Green , Michael Bernico , Bradley A. Sliz , He Yang
Abstract: A system and computer-implemented method for processing images of a damaged vehicle and estimating a repair cost of the damaged vehicle includes receiving image data of a vehicle from a user mobile device. The image data is processed to determine whether one or more parts of the damaged vehicle are damaged. In addition, one or more parts of the damaged vehicle are identified for repair and one or more parts of the damaged vehicle are identified for replacement. A cost associated for the repair of each of the one or more parts of the damaged vehicle for repair is estimated based on estimated repair cost data contained in a parts repair database. Moreover, a cost associated with the replacement of each of the one or more parts of the damaged vehicle for replacement is determined based on replacement cost data contained in a parts replacement database.
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